{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# `PrmsDiscretization` and `PrmsPlot`\n", "\n", "In this tutorial we give a quick rundown of how to import a discretization for a PRMS model and how to plot figures using it's discretization.\n", "\n", "This tutorial presents two methods to create a `PrmsDiscretization` object:\n", " - from a FloPy model object\n", " - from a shapefile\n", "\n", "This tutorial then shows how to use the `PrmsDiscretization` object with `PrmsPlot` to create figures" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "from gsflow import GsflowModel\n", "from gsflow.output import PrmsDiscretization, PrmsPlot\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import os" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To start this tutorial, let's load the Sagehen model to work with" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Control file is loaded\n", "Working on loading PRMS model ...\n", "Prms model loading ...\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_0.params\n", "------------------------------------\n", "Warning: ncascade data type will be infered from data supplied\n", "Warning: ncascdgw data type will be infered from data supplied\n", "Warning: ndays data type will be infered from data supplied\n", "Warning: ndepl data type will be infered from data supplied\n", "Warning: ndeplval data type will be infered from data supplied\n", "Warning: nevap data type will be infered from data supplied\n", "Warning: ngw data type will be infered from data supplied\n", "Warning: ngwcell data type will be infered from data supplied\n", "Warning: nhru data type will be infered from data supplied\n", "Warning: nhrucell data type will be infered from data supplied\n", "Warning: nlake data type will be infered from data supplied\n", "Warning: nlake_hrus data type will be infered from data supplied\n", "Warning: nmonths data type will be infered from data supplied\n", "Warning: nobs data type will be infered from data supplied\n", "Warning: nrain data type will be infered from data supplied\n", "Warning: nreach data type will be infered from data supplied\n", "Warning: nsegment data type will be infered from data supplied\n", "Warning: nsnow data type will be infered from data supplied\n", "Warning: nsol data type will be infered from data supplied\n", "Warning: nssr data type will be infered from data supplied\n", "Warning: nsub data type will be infered from data supplied\n", "Warning: ntemp data type will be infered from data supplied\n", "Warning: one data type will be infered from data supplied\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_1.params\n", "------------------------------------\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_2.params\n", "------------------------------------\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_3.params\n", "------------------------------------\n", "PRMS model loaded ...\n", "Working on loading MODFLOW files ....\n", " loading iuzfbnd array...\n", " loading irunbnd array...\n", " loading vks array...\n", " loading eps array...\n", " loading thts array...\n", "stress period 1:\n", " loading finf array...\n", "stress period 2:\n", "MODFLOW files are loaded ... \n" ] } ], "source": [ "workspace = os.path.join(\".\", \"data\", \"sagehen\", \"gsflow\")\n", "control = \"saghen_new_cont.control\"\n", "\n", "gsf = GsflowModel.load_from_file(os.path.join(workspace, control))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading discretization from flopy\n", "\n", "We can load our discretization from the Modflow model object if the hru's in PRMS are consistent with modflow grid cells. The `PrmsDiscretization` object internally loads discretization information from the `Modflow.modelgrid` object \n", "\n", "We can also plot the discretization from the `PrmsDiscretization` object" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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tuaZazGZz/3MXz/QlaZg8068911SL2Wzuf+7ihVxJGiO2dyRpmGzv1J5rqsVsNvc/d7G9I0ljxPaOJA2T7Z3ac021mM3m/ucuI9s7EfG5iDgbEcdbc5si4mhEnCyvV7beOxgRpyJiJiJubc3fGBFPlvfujYUqkiStnsxcdADvAm4Ajrfm7gEOlOUDwMfL8k7gCWAjsB04DWwo7x0DdgMBPATcNmrfmcnExEQCDofD4VjemO46po4808/Mfwb+e970HcDhsnwYeH9r/r7MfDEznwVOATdFxCRweWY+ks0nwBda2yxqampq/ofQYHNNtZjN5v7nLiu9e+fazJwrO5kDrinzm4HnW+vNlrnNZXn+fKeI2B8R0xExfe7cuRWWKEma7/W+kNvVp89F5jtl5iHgEDR378xv/w8511SL2Wzud+6y0oP+CxExmZlzpXVztszPAltb620BzpT5LR3zI3n3jtlsNq8sd1lpe+cIsK8s7wMeaM3vjYiNEbEd2AEcKy2g8xFxczSV3NnaRpK0VtqN/64BfAmYA16iOWO/C3gr8DBwsrxuaq1/N81dOzO07tABdgHHy3ufguaLYaOGd+84HA7Hikbn3TvVfyN3165daXvHbDabl507v5Fb/UHfxzBI0or4GIbac021mM3m/ucuPmVTksaI7R1JGibbO7Xnmmoxm839z11s70jSGLG9I0nDZHun9lxTLWazuf+5i+0dSRojtnckaZhs79Sea6rFbDb3P3exvSNJY8T2jiQNk+2d2nNNtZjN5v7nLrZ3JGmM2N6RpGGyvVN7rqkWs9nc/9zFM31JGibP9GvPNdViNpv7n7t4IVeSxojtHUkaJts7teeaajGbzf3PXWzvSNIYWfP2TkTsAT4JbAD+LDP/aLH1be9I0oqsf3snIjYAfwr8KjALfCMijmTmUwttY3vHbDab+9veuQk4lZnfzsz/Be4D7ljjGiRpbK31hdzNwPOtPAv8wvyVImI/sL/EFyPi+Lz3569fU74qIr630u3XofargO8tY/0a8ss1V1KP9VrvcvNVwPdWeX8/Q4e1Puh3/b5x0UWFzDwEHAKIiOmuvlStrHf19a1m611dfasX1rfmtW7vzAJbW3kLcGaNa5CksbXWB/1vADsiYntEvBHYCxxZ4xokaWytaXsnM38cEb8NfJXmls3PZeaJEZsdWv3KXlfWu/r6VrP1rq6+1QvrWHP1j2GQJL1+/EauJI0RD/qSNEaqPehHxJ6ImImIUxFxYB3r+FxEnG1/VyAiNkXE0Yg4WV6vbL13sNQ8ExG3tuZvjIgny3v3xkJfl3vt9W6NiH+MiKcj4kREfKQHNb8pIo5FxBOl5j+sveayrw0R8a2IeLD2eiPiubKfxyNiugf1XhERX46IZ8q/5d2V1ztV/m4vjB9ExEerrDkzqxs0F3lPA28D3gg8Aexcp1reBdwAHG/N3QMcKMsHgI+X5Z2l1o3A9vJn2FDeOwbspvmuwkPAbatU7yRwQ1m+DPiPUlfNNQcwUZYvAR4Fbq655rKv3wX+CniwB/8ungOumjdXc72Hgd8qy28Erqi53nm1bwC+S/PlqOpqXtU//Gv4S9sNfLWVDwIH17Ge63j1QX8GmCzLk8BMV500dyntLus805r/IPDZNar9AZpnHfWiZuBS4Js039Sutmaa75g8DLybVw76Ndf7HBcf9KusF7gceJZyo0nt9XbU/2vAv9Vac63tna7HNWxep1q6XJuZcwDl9Zoyv1Ddm8vy/PlVFRHXAe+kOXOuuubSKnkcOAsczczaa/4E8HvA/7Xmaq43ga9FxGPRPOak5nrfBpwD/qK0z/4sIt5Scb3z7QW+VJarq7nWg/6SHtdQoYXqXvM/T0RMAH8DfDQzf7DYqh1za15zZv4kM99BcwZ9U0S8fZHV17XmiHgvcDYzH1vqJh1za/13fEtm3gDcBnw4It61yLrrXe8baFqqn8nMdwL/Q9MaWch61/tKIc2XTt8H/PWoVTvm1qTmWg/6tT+u4YWImAQor2fL/EJ1z5bl+fOrIiIuoTngfzEz/7YPNV+Qmd8H/gnYQ7013wK8LyKeo3lS7Lsj4i8rrpfMPFNezwJfoXniba31zgKz5bc9gC/TfAjUWm/bbcA3M/OFkqurudaDfu2PazgC7CvL+2j65hfm90bExojYDuwAjpVf685HxM3lSvydrW1eV+Xn/znwdGb+SU9qvjoirijLbwZ+BXim1poz82BmbsnM62j+bf5DZv56rfVGxFsi4rILyzQ95+O11puZ3wWej4ipMvUe4Kla653ng7zS2rlQW101r/ZFjddwMeR2mjtPTgN3r2MdXwLmgJdoPoXvAt5KcxHvZHnd1Fr/7lLzDK2r7sAumv9op4FPMe8i1etY7y/S/Dr478DjZdxeec0/B3yr1Hwc+IMyX23Nrf39Eq9cyK2yXpoe+RNlnLjw/6nWest+3gFMl38TfwdcWXO9ZV+XAv8F/HRrrrqafQyDJI2RWts7kqRV4EFfksaIB31JGiMe9CVpjHjQl6Qx4kFfksaIB31JGiP/D9MkRR9QESeDAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mf = gsf.mf\n", "prms_dis = PrmsDiscretization.load_from_flopy(mf)\n", "prms_dis.plot_discretization();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load discretization from a shapefile\n", "\n", "We can also load the hru discretization from a shapefile. PRMS HRU shapes and sizes do not have to correspond to the modflow grid and in this case, loading from a shapefile is necessary for plotting." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "workspace = os.path.join(\".\", \"data\", \"sagehen\", \"shapefiles\")\n", "shp = \"hru_params.shp\"\n", "\n", "prms_dis = PrmsDiscretization.load_from_shapefile(os.path.join(workspace, shp))\n", "prms_dis.plot_discretization();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using `PrmsPlot` with the `PrmsDiscretization` object\n", "\n", "`PrmsPlot` can be instatiated easily by passing it a `PrmsDiscetizaiton` object\n", "\n", "We can use this to plot parameters from the parameter file, contour parameters, plot arrays of data, and contour arrays of data" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "gsflow.output.prms_plot.PrmsPlot" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# remember, prms_dis was loaded from our shapefile\n", "plot = PrmsPlot(prms_dis)\n", "PrmsPlot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting parameters\n", "\n", "the plotting functions use matplotlib and accept matplotlib keyword arguments. In addition a `masked_value` argument can be supplied to mask out certain values" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot = PrmsPlot(prms_dis)\n", "\n", "fig = plt.figure(figsize=(8, 6))\n", "\n", "# let's grab a parameter to plot\n", "ssr2gw = gsf.prms.parameters.get_record(\"ssr2gw_rate\")\n", "\n", "# mask out 0 value and set the colormap to viridis\n", "ax = plot.plot_parameter(ssr2gw, masked_values=[0], cmap=\"viridis\")\n", "plt.colorbar(ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### If a parameter has a dimension of nhru*12 we can plot that too:\n", "\n", "let's use `rain_adj` as an example, we automatically add the colorbar for these parameters so there is no need for the user to" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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HjqR5dbnHtqKhQs5VTVUK4lxLDI9SuVYnW0uFc20uCLEYRKw7AsbHCj29RmA5cdQiVtyLKew81j1dEu/FKJV8NAcraVteG2n1Wpf3U1pxXHpJsnWPyrHK8KiQ255TrjpZk6MotOjjapohxDoAQMCytYWlPN43yvX2GfUZqPrjM7NY6lEh565Si8XM0lZni5RIPlp69UeZ1Reb79d54lGOUtm2wUgfJzeutWVTxyFkF/Eqkl8D4D0AEEKYhhDqHv0IwGcW6r4IwEeruvWQ09Mwu8ECwNUhhM+FEP4MwFVV2fUA7g8hfAXAYyJyJYAbAdwbQpgC+BSA63LeGCGEtICxjhByEmCsI4ScBBjrCCGEkMIkJQkichrAzSGEXxKRO6uyF2I2E/sUgJ9VdS8AuBhCOKz+3gPwYQDXAnhlVU0PXtfboxBCqLYfBfAMAE8HcGmhbPHcXgfgdQBwzXPOJlV6mphapYvqLqVoMWd4DSWZVq8dLOcQXKbtxOVQJ988Ypocwc22FbFtE+zpOrkq5LYexalkfEA3dfKWGEqsu/Y5o2PPT8sL2Zrt10rlOrlK8/W5QkXHUVup7A88uaqUxnszFLoxP+RsFfKhGGfQTpVieSs3Lr2EOtlKUtQlCd9Q0e/zkJ6bRRhKrHvOtdXZABg3Luv5VTYdq5g1iicWtfqE9XbqdSBfqdxchXZY/e9QdDZUw91/79tI0uer364DUFphnKtEzD1+jo+xJtdHefF4bY6Zta++4nXKgZ7F6D7HuuoY83h3HsBX6hYX/l/cnhjlVh3tkVzF1P2Jil2jeL6N3FVqu0DbJG/5MXB9sSyHXBVyznF8Sfry1Mml2dQ9kpBdxKNIvhXAe3VBCOETIYQLAH4TwKvVS68E8AFV7yCEcBOA7wJwZ1Wsn7PrbR05zgP4cvXv/EJZgxDCXSGECyGEC+efWX65DCHkRDGIWHf1M93W9oQQEmMQse6ZV+e+LUIIadDbWFcdYx7vzuW8LUIIIWS7eHSY1wG4QUR+GMDzROT2EMI7q9cuoTn/+TIAPwkAIiIAxtXSoEsAnqzqPCIiz8bsBvxoVXZRRG7EbOnQ+RDCJRG5H8BLReT9AG4A8OCqkxSELJVeTK1i7bevpnJzs9bOPaLSM3hNb7GWA+NdVJ7Wvh5VbF9Yp1/ypiYq9U8lx1+4iwq5tGp5mOrkwcS61OoLvW3Vqf3xmt54eSsucuu3ZWp4JCf9kD0qZPO3l6FU1gpiQ5Glnz4tdXKN7aHs8L/cYXXyttG/tximGr7RSC8UL4OIdVHPUABKeIzJ/rwvNz0X78OlYlNurNNY8S3tkVzGN7SEr+2m8ChkS6gb295zcvdrq2C2VHqlfZRtP+d0GyllXqMNQ53cE4YR64BmvKu94XM9kpUvcuNrVvWlqjM6nP/2JiOPCjm+KkOTE1+t/UqoQkt7Hi+2uc79Nu2NXEqFXGK1RCmvfULIZkje8kMIb663ReQ+APeLyMcwu4k+gtlsL6qMtg+FEOqb7QTAb4tIwOz2eFtVfgeAezB7Sq/L3gHgbgBnq9cB4N2YzSK/AcBdIYSVBg+CEB20nRhJp3RAS9lPWG3sZwzAeAZc9BLextLmxrbxlcXuk/0YnGtH7G126aD2ccDYc3xrUFlT2toiVR5LwAc0bS40nkHlHjDEWJdjrwM0J9Dq+LXnWMbY3G9eJ2cAxvMwYaHjoTXIemo0O45rMM+DeU3EBpiNoGEMMFuDysetGdYW22YdD2dk8wwl1lkDyaIHlfX2VPX9XAMjh5Gy9ESZZZthJd6ry6dG3Gs7GL14/BzyrRb8cTW37dTg8ToGFHLatJPTtWvDWkrd1v4ifwA8PmDd5th9ZzCxDtUZ1bXqx0u9l7aqeCqzPFJnMpn3RA4m8RgYs0NbrJOKn5745kngpsn5/W2q37KpAeN1JoTLjQ0pC54uifTWOag8lPhFSN/JeuKulvgAwM2R1x4E8J3q76dQZcFdqHcRwE0LZQ8DeMlC2SUAt+ScHyGElICxjhByEmCsI4ScBBjrCCGEkHL0bxFSS2bLvWPWFv5kKb5kKmm1c3Op+GrloJ7tnZ5S56oUabXSDgCOxmoJ5Nhael2AtnYWm1INlzpmjWdy8nS6ShGsBHaamFJ5U9YWVt0u6uSdiUTrx7LxybW5qNvQar2YYhnwrahIqZY9cdRUDipLhz21dHM0Xra80D9JK/Fd84eYGUfHIVLmUEsYMb0tVuI9DW0uyKAJmF/Q+pJR22Ol2JuM4zYXOjbFYmPTyixvxYVHqZxamRZTL69iG2qqtIVG3k18nSrkbSexin0/uW3k2F90UUxb31vrz7DfNhf9JmCuKK67X/oz1Kpiy+bijFEeUTbrbohezbFnrObwPMfm9P2aNpB5MS2n/rbtEjaViNRD/Z3YtjeWOrhdnMhNpOdRJ5eAthmElIFZmwghhBBCCCGEEEIIIYSsZGfmiwUhOvu5Z6iGYyq9pqp4tafecvnq2VnPOVkKPJ2M6cDjl9x3+q5w3jYeZW/f2YX30FMEAXvTKtneyFIh+5OFWipkSynsUS1PVJ16hYYnjlptW4rbFAe5fskxtbFZN0+FbFaJJNvbBttW7Wwby3ubbJEjzBV6VtIp7ZFsKOxGo9X9Nit26TiqVVP7Rjy0/JJLJ50qcX2WSGil2VQiPfv4/YlZsXPJVdR5fJTr36cnWZbFphSAxIFegbHolazLFss9vsj6a67aEb2aQyUtPTjnyZUR71em+n5Wv9Lyj7dI1S/hA263Pay+UizuWvGlr2zqc2bcIyQPKpIJIYQQQgghhBBCCCGErGSoms0lZh7JlUrP4ZEc87izZl5zlcqx2Vk9O+o6J6VkGzVUyIUVyW2tmNbxy9mUUlmTmnzclC9yCdbpi6zLPXU9WH7JZCWnjsKxesRSjjQVdvEVEPvHapHD6H4eJYrH37hegeHzHjXORfv7Jq59rSxt+MubexhBIEcF7ajr8UUetVReE7Kz1JeE4ZGc65d8EFlF4YlHlupO9+1Snsoer1AYcTJFrqrM0/Y2lGo5yrMSKrVcT9DS6PeQq4arz91zrh5/0tx9k1CqlEfAXHVcex17/I91+dSoE1Mt6xUcarte8QYAe6N47ou2fT9Proz9hpR6TvPZefm6Tb3uJXU9dfNvX5//sab06g/Lpz29Xzq+9Ukd3SVOEnIS4W2eEEIIIYQQQgghhBBCyEp2SJF8dDz76fEKjSnvOnl4JpUoaW9lS4GnVWoNhd14PssLCFZi+dSu8xdQou2d+YUWZkhqXvollyXM1SNaOWL5JTcVeMsKkIOGymTZ3262X1q1nFrxYbe9XHdV/VRW+NE4rhzQOhBbnWyQoRT2KI/b+iJPD5Xvn/LRP1QqbMtPenqk1DqnlutsJZu5Og99foQAaHok659HB7/kvdHyCo0cT/nlbX/fbmQo5jzeySlFlEeBVsqnt20bJSgVp1LKwNJK5S7K47bfQ+4x6Ze8ZY4wVxHHvOEtL2SPR3JMqawUy3o1x2iiYpoKpFafrPlcvLyiwhNHNdbvMHXtj4zfaW7s2pRquAQl4mtufGmrTh4yqc+ZMZKcVHYmAgjiFhWeJd51IMy1sPAs7Wm7dDI78d7xuasBZX0vzLVosOwLSlO6bU97Q7KzaDsIu06bi9w2PPAe7EbCvNOvl2/bCVLica+OWdbk2J4R3+yHieUko/pcug3EGJ24yKDy1DHo22VQ2TNQHMMaPI7ZWdDiYsdgIr92BMwHQPQl4bC5aAwkH6o+1Gj1RL/VT7SS7eX07XSCKM/gij5+iQfZLknZYscvtdw3PUC0mcHjLm2UGFApsQw8d/C4xGTBkAbeeo2eOKu7VpadhcfyIsPaQm9P9ue9ooNJXn8vFtd8lj5zrFiXGihuGzvXwTqtELbxfkrjiVNDGrAeQtJFQtYBrS0IIYQQQgghhBBCCCGErKTfUzwZWMn2bKVwbNlhewuL1NKe1LLvlXU8iffUnvPXE3YXi7RVIW/jV9TXX26J82qr5u3ThKilTqbNRXeUamWkli5aNhepGGjZVviWdfttKdqu5ljcNqmmRfUKDg8H0/mPtbTa2GKdimOPzUUJuizV3iWOpn29Ge0AAXFrC4fNhajtyXiusJuqVRz7VQB19cOM+KaVUlai5wMjeVSKHJsLW22cl4gt51q21Kwexdw6FVzbUMjmKJV9ajz/d5Kr3MtVA6ZgIqqC1F/NosUFkG9nob/ChLWFbk/3K7Ut0GgUj4d6O/bs7FEvayzl8dSoH2vHaqMLbWOjhxLWRSUoZXNRx5iT3Dck5CRARTIhhBBCCCGEEEIIIYSQleyMlEYQon7EenbUVovMZkhLeCHP6sfUeO2SswDwJd5DhLHj69Wq0CF5IedSwhd52++htJq3rV9yKV9kqpPbEXD8WesEKZZfcsoD2ed/HF9x4YuNqxOueFZ/TBp1VuNR4U6VanedyfHWqTy2Eu8RsjNYHsmF/JIno+UEzamkzMvb/lUcue1pUp6fucrSEkrYdZKrWO6rT299XpZSuEQSPks5mOuJXcIv2XN8YhDzSC7ti6y3DcWyqO3Jvu5Xxvt7Vh8u9kzuSSxqKY+b6leduHT5Osj97XXxmG/bniZ27e2CF3IupWOQ5zgWVFMTksatSBaRN4rIfSJyjYj8oYh8TEQ+KCJnReSrReSj1b9/LSI/X+3zWyLyByLyeyLy7Krs+VU7HxeR66uya0Xkw1W731aVXVnt/3ER+b51vHlCCFmEsY4QchJgrCOEnAQY6wghhJCyuDSWIjIB8ILqzy8BuCmEcCQidwC4JYTwGwBeXNV9J4APVXV/JITwWRH5qwD+LoA3AXgbgFdhNvf6LgAvB/AWAG8FcLHa914ArwXwPgC/DuAjInJPCGE+7bl4jgjHqjU985/jb1zCC3m5/rLixaNqNpUtSnmmVXJ16ZHODj8O820ov2TLs1ZjiTu2rco9CbRV+erJUz3Z2kU1XIJtHz+DIcQ6BMxVJ+qztfyS99ULMQVxSrE8K0/HutSKjlwvZI9XaQy9gsOKV6Nxe6VBaZXxOlXLpDuHl3dTlTKYWFeHBK2uy/VLVuq98XS+fmuuFNarH+ZxT/fbmv3KdvHQrhvv+8U8JxepVVs5fsqL9Uuok0v5Iueo/kqokK3z7pPv7zpV4nlezLkqz348MAwi1gHNvl39fylf5JhHsqO9hl+y41k4FsusuLjXWAEXb0PTjI3Lv0XrWs71DW9LTCW9qo5FaSVy7Fxyz6P0CoXScSz3MyutQCfkpOK9y78GwHsA3BlC0FfWCMBnFuq+CLObLUIIn63KDjG/jV0dQvgcAIjIVVXZ9QBuDyEEEXlMRK4EcCOA20IIUxH5FIDrAHzaOsGZtcXy8kHroSC2/Can7qx+fBl4bNDDunnmJgY0E+/VbUyNwKeWQZvfegmbi9J973XH8ZSlRT/6wcv00RailM3Fdul9rGs8bKhOvra5GE2Wl28D8eWIVnzLSaYyK19tc+GZhPMMtKSSqDReV2tuGsse15mEjgPDvUNbmZBjhhHr6sEOfX/JtblQAyZ76qewP6n6Z6P0BFZu3y9nQMVOOuW3ubAGS6yB6eZx/IPK217uW8rCIjXwUHqA2ZMQr8TgfqnjxO1T+tohTtL/WAfEJ870AK+2s4gNDC9upwaKHXFU2wLt7StxwSTdh4v3MdP9Ok8SvpjNhW770KhbGmuyb9vWQalB0HWcR27Sz/bHaTcwTggpT9LaQkROA7g5hPBhVfZCEXkAwEsAfFaVXwBwMYRwqMpGAH4cwK9Ejllvj0IItXz2UQDPAPB0AJcWyhbP7XUi8oCIPPDIF6IuwYQQ4mIose4LX+rwJgkhJ57BxLrHOrxJQsiJp8+xrmp/Hu96vmKPEEII0XimjG4F8F5dEEL4BIALIvImAK8G8HPVS68E8IGF/X8WwN0hhH9X/a1HfOttPb10HsCXq3/nMZtTrcsahBDuAnAXALzgwjjEkjpZpNQiqbqL9VPJ9DzLGFMJCwCYifdqzAR8jaXcDpuLxTn7kuSoaa1je0R/nKBcpm2CPV3eRXncb5uLQcS6C8+TuWeNoSKJLd9e3j5s/A94k+2lFcyx+p446km8h4byWctsZliJWqwkfFqtOnybjBgAACAASURBVFQ1sZV471C9N08SQnJiGEas+3oJi6+7cdxf6sR741Ge5UTbxHu5SZc1KeWbR71cQq2aq2QrYWexKRVylzZylMqlVMOxc9qUlYm1Xw/pbayrzmUe785JWPlTdyQWNa0tYnUc+4lSOI/PzN96Th/Osi+zrCo8Sfja2lx0IXZtWdfyNtTJ67wO15kEz/dZbUbtTAjJw5Ns7zoArxeR3wbwPBG5Xb12CcCT6u+XAfjd+g8R+UEAIYRwt6rziIg8W0SuxWyWFgAuisiNInIFgPMhhEsA7gfw0mo2+AYAD+a+OUIIyYCxjhByEmCsI4ScBBjrCCGEkDWQnNYJIby53haR+wDcLyIfw2wm9hHMZnshItcBeCiEoG/K7wLwCRH5KICPhRDuAHAHgHswk8XeVtV7B4C7AZytXgeAd2M2i/wGAHeFELTzkxuPJ11cLeLx7cxRouQpWyy/Zq3Am5xRflVPzconZ9VssPomjhqKZJ2QT6mTNWfixcWxvHHXqVQeki9y6cR7m6LfyuMog4l12kfP+Gy1r91I+aaPRstxLX+VRTuv0NzVF7HEgIvElCiWes1Mwnem1a1lLWhlcQ5ahazZlAp5U75/pAyDiXUWHjWekYBKdBioVm6ss+8HaK9Qf4JmYKG/10h+GlstEo+Rlqf8OhVmFptOpAesR5mYc5x1frYp3+p1+iVr+hzzdyrWecqtOtPItieOKhr9yoy+ov79WH3GCeIfj5WET8e1el/LizmXnOvA8mLOVSe3peerAdg3JGTHyXpqDSHcVG3eHHntQQDfuVC2tO44hHARwE0LZQ9j5lWlyy4BuCXn/AghpASMdYSQkwBjHSHkJMBYRwghhJSjT9rLtZPjSZfrX5dSrrT1Vl7c1mqV6Snt7bk8hTw+rRUn8/2OtFRnvOWfgDWrnlINW4pla8Iz1R5JU/9UPN7KOe212fckoxXJGiPTdu0DCgCj0XKMyVXa5cayWoFiKZYt5bHlu6frxFR6k4baeY7W6x2cUn9tKARqv2ILS1ncd9apNPF8bm2V3FNH2zGOpo7jtWybGFhqY4uYAm+hnVGByy0nHnpWcHj84GNxT8dIHe0sz3gP6/XFLBvrNqU83gVOsF/ycEj08czyHKVyykN5Ydta6bY3ivfh6mvSWoFmrb6wlcc6xs2p99X76f5e6f6Jbs+Kkbnq5L5fN23jv+ez37ZSmfcOQtqzUwPJ8+RR6YHfVfsDqx4O4ku80wmt2i+L9NSZ7NVLJ9X7GceD84HqADQsLJ5q+XPo8jyQOmTuQPNlR50250HawwHj9WF0+GPLt4H4QMZeY1Bib2XdWf34Q0FqQDh30syq3xgQNpY91lgdxMZyb0+mgATTo3RHOMdmwjN4mnuchrVHAUp0/j2fW+u2O3yGh5c5CNwLAtLWTLmDKBGa9j/+fp23TiyhsxV3rQFha1A5Fvesibp9YwS+78uPh/agvymrEHICsH76OUn1rO2U9cVCHd2v1AIFK1np3NIn3U+EYW2h0XEvlmyvS5zwDOrOE5umj7Nty4sUnuPlxrFUErwu71G3Xfqz0u/TOk4f74uE9IECj9CEEEIIIYQQQgghhBBCdpmd12HmKH49SxQ1OQrifBVy3lLy47pajaaSSB08NZ/JPaUUN3OtIoCGgtlIwldj2Rt0IaYmstpua4mxqs0+QgUvWURbW2Qu344l3utiW5GjLPZZWMRVeh5l8QSRVRmGiqDLcu95G0px0kHtG1PlbipJ3jbwqJD7aGcBOCwtPG3T8qI7HpuLjKXaHnVdidVjVr9Or/7QiiiPXUUs7lmrNnQMLqGa7buSeZPkfJ4p5Z6/nX585vwdFGTVrd/q73nqpKwyrG2jDb3SzbIhq/twVt/PE99iyuPFY85X/pZPLJpSKnuUzH1XJ3fBimWp92C93vb72dQqkCF9N4RsAiqSCSGEEEIIIYQQQgghhKxkSNrMlQhCVP2rSSl+u/kYr1b15SqMPUq/mPddQxmnvt2pUrg1k/DNOWooko1Zt0NZajsbS2UbazOn7mL90r/uXHU08bMzkWhD1JdwboKUSOK9XI9ij4I5piy2VStx3ztLpZfyDfUkq+qS6CnHJy+23yIpNXOuj3COOrrUe9gUKRUyfZFPOAWE/F1WhqXqtO3Xeeq4/OAdpJJHlVLTWmw7xuSwThXcOj+HIX3GJ5ZYH8/Ck4Qvpixu660MYO+p+fb+RK90S63ItZ5z46pd3dvL4cBcqtIdS4VsXVddEvKl2s4l1Y4npuWokLt4Mbe916zTT5kQ0oSKZEIIIYQQQgghhBBCCCEr2XkdoJ4J1G5MMWWINVOqaasgbpvle/Vxlmc2G954p5QP6VjtN47P0B1M44qWJhmze4eGz3KOsjdXBVziF70LV8U2LFb150aV9uYxlCM607b2tctRi2h1sFZ65CiLLUWwxzvZinuaaeT9xF5ffD/pXOHt8fjnWfWP9+vgv9wXSvkim+0n9t26LzLpjuWLbF0eDlVdHRt1XNT9RIvc1WPpPBx5yrxmnFzu+1l+o9Z72IZqy1yhkdF5odpse1hqSrJGMlXD5r6xSyxTnaz7lZbH/N6xf7vuM857XJ7r18p5EYuZlp9yKerfuRU77b7nvE5bv+btx+u8a7ytOtmjdm77/nm/IKQ8O3n391hbxMqtweO2iVV0nS5tWDdeHXBTiaY6JeHLQT9Uj4OjvhpsLm1tYbFOy4sSA6ieNi4XOM424GBzd3SyPc/gimVzERl49Q3qWgMgqcm09vY+OXYVqQGXRZoWGt07mqklisv1/clcupBrY1GC1ADytpPqbczOgoPNZfEMHlsrmyOx0U5IGo9pmrZJl3P6dYDdt0v1/SyrjG3giY058W4b1jxt7Sw42Epa0WXAOLXtSbBnbav6k301ETdZjoeefqU1CJxTbvVluyTYi1kG5SbJs+pYdkSpWFF6ULmLtcQ6k+rl2GLkxtdNJecjZNehtQUhhBBCCCGEEEIIIYSQlezMFLkgRNUJHoVbbCljicQquk5uG5ZaJSfhip697ZKET1NEqayxVMuppH7rtLYgZCikkqksbGvl3d7+LH7sTzzK43Qctewv6voeVcqeUWevEaXjy7aTqzLWqMi1EqhoLMVESoW8DSVxF3KTA0bbcKiQ29pVeFTIRewsqELujl59YYlpLRVyaim3wkpIqpdp29ZnaYVdXd62X7fYXtsko5ZKz5P0KZZkNDfplMWmEk1te3l4Ct/Sb/95b1sFPbR719aJrTbzLCLw9ANj9XOtMjwJnSMrOqxEy11UodNI/MpNLJp7nBx1stWGT8FcNrFp6VhntdfecqK78rnLebT9nKlqJoSKZEIIIYQQQgghhBBCCCEJ3NMwIvJGAN8B4BUAPoiZS+ujAL4HwFUA7qmqPgvA74QQflRE3gXguwD8WAjh3VU7zwfwywAEwOtDCBdF5FoAvwbgDICfCCHcKyJXAngvgKsB/EoI4W7vuXoSM8XUdrm+nTl1PG141CqpY7oStWQm4dPEJrgb6q1xpgIhpVT2JOyj1y4pSO9jnVatWNfBKF4eS7yXG/ds5fFqZbGlStlX0Wls1Gmq51b7f1qrMixVs4e2CmGPUrl5nOVkLtZ5DJW+JtVzsWMq497HOo3nPu9RJ8e2DdVf/mq01f3D3BVoE1ipQJdXZXiSjPYJjyJ6/nq/lcSr2IQqmMq4NIOKdRYe7+Kc+iV8ltHsV072Vc6Jc7PfpZVo2VxBa8bU+e98z4yNWDpmKerYk+tt7IlfsSR8noSWbWNjri9yrgo5Vl7aF9lDvjqZsZSQHFyKZBGZAHhB9eeXANwUQrgZwCcB3BJC+HwI4cUhhBcD+F0AH6rqvg3A/7jQ3NsAvArAd1fbAPAWAG8F8LLqfwB4LYD3AXgRgNeISN6TPyGEZMJYRwg5CTDWEUJOAox1hBBCSHm8U+WvAfAeAHeGEPRU3AjAZxbqvgjAmwAghPDvRZYUpVeHED4HACJyVVV2PYDbQwhBRB6rZnJvBHBbCGEqIp8CcB2AT+uGROR1AF4HAF/7nLk3k/a182R/rVUfeiZKz3hNze1xtDzm/zlxZOj2qZDjs7P1e4t5hgIrfEOVgniaqyauMP2ULaWyVnVZx6zrpDyUgXxfZCqYV7MptXc/VeW9j3XP+SrEFSV6W3+2+/HyUSXY2Jsq5e9Iq+G06i0esywlXczfWMdUrUL2KJw9/p+xVRmW32gJ78YuPsaWoiLljbcNpfKmFBoeX2R739XnWMQX2cOwFMv9j3VXG2durb5wxL1YzBRVdzKeZ4LQfaKRMgK1Vkvoa0XXqcubr8dj514jHuq+ZLzvF1MtW/ttg7Zxsk8xcJ0M9bwteqoe72Wsq9qYx7sxlv2LM+IYAOCphXdXM4ls67at41jlxvZIHad+Jt8bpZ9/LZr1Vz/PW8/4nrZzcmikvI399f3Xiked3Edylc/NOh4Fs/+z4MoNQsqTVCSLyGkAN4cQPqzKXigiDwB4CYDPqvILAC6GEFb1XE9FtkchhHrE8FEAzwDwdACXFsoahBDuCiFcCCFc+E+eaVggEEKIg6HEumeez3xjhBCiGEyse1rmGyOEEEWfYx2wEO84zkUIIWRAeKZybsXM5+mYEMInAFwQkTcBeDWAn6teeiWADyTaO4ps66nA8wC+XP07j9n8al1mIiEcZ9sejbQCIq4i0dSzXpZCRM94eZTKV+IxdfzZW3sC51advhv9fp6MqJb1DOe+xwdUd4nOzDe1j6VWio0qhY7Hi1L3xFw+yimlcuN1h1LZIvWr34aAx3PMy2s/i3L0U22cYhCxDsD8M9WXoaUcMeqMH5/9Pxkve9rNTvTJ5GmsM0uzRsc9rUKOeY6OGzEw7ZPXVMzFY3qOf10JpbKtbMlT6TX3XaNq+SihCF6jL7J5zFIq5NIqY889av0MI9Z5/OA9PvFWbIwwVq+f033GK1SdUfp6S12T1usez+XcGFczjcSx5TqrY9k64khKGei5X6xTCZurZCutGOyLsjd2HxwAw4h1wCze1S3FVp1ptbH1E7NUw48njz4n1zvZOOSVh7P4ObpCVdaKZfWxPYGz0XKNFRtTNJ/b4/GtxDWWnxNjdV9xU9fYOn2RuxxHk/os8r2QyyiiSVn+okh4YtsnMVD+/czb/9s3fVxPb+c6ADeIyA8DeJ6I3B5CeGf12iU0u+svA/CTifYeEZFnY3YDfrQquygiNwK4COB8COGSiNwP4KUi8n4ANwB4cFWjEubJo6ZT1eE2bC6spYnzuvGbjYcSy6at9kbGgPR8IDn94GGiBpVHe+oGqwZ1YwMCI22PYTx0e275R7HCHBsMwB5gbtRPPMhbV4XnTWxzANXzs8tNWBRjHe+xHyu1BhHrXIMr+oHDono3k8ZnrwaPy8x9tcbqZOcsQfSQ+5CRGlDZ9hLEtoPNJZZf5rJOO4uN0ZfzyGMYsQ6ID6jos/PEOk3s6zJ+hrrYGlS2LolUnLKuRyshXyopqtX307SdNJvVWX2tegZRPJNsqYRWzbrtE1DlDIwPdACVzBhOrAPmca6Oa5Z1jxX3cgaM12ELqJPwVdvnGk93c6HVk5N4THvSuPbb2vQ0Y138Wl5Hcr4ccgaVrT5m277aOvqsbeNkCTsLDgAPlycA/NC2T2Kg/M/ANds4bjJihBDeXG+LyH0A7heRj2F2E30Es9leiMh1AB4KITyp6v84gL8125RrQwh3ArgDs+y4AuC2quo7ANwN4Gz1OgC8G7NZ5DcAuCuEsDpFKyGEdICxjhByEmCsI4ScBBjrCCFkGAj6oisjXrK+rxDCTdXmzZHXHgTwnQtlbwfw9oWyiwBuWih7GDOvKl12CcAtOedXU1tcAE2bCyvx0iRiedFlRquEItla8mMxPlallFHrNZR5p9RMaKVUTqmU2xCba46qlFs1nlAt51pi5KiTh2Pt4GPX3k+EXsc6vfzRUul5GC/8D2Cv0UZZdXIXJZdnSWPM3sejYPGoVbqsUNkEPjXg6tt9F+Xx6JTaN2FzsU42ZmcxTBVylN7HupiNj4V1uVvJozIYq7a1Onk0SS/bjmHHsbSyuC37jQSq61vi7SGlwPOopD2xLhXX1rHiYturUjbNUN5vr2MdEF9tlhuvRo7tGJZthcPOIlVHP11dMZ0/1Y2v+Mr89M51twuy6lpxDw37x/1onQOPRWSEton89L7W+/WokzV9TIC5qfPwPHe0PReuVCGEA/+EEEIIIYQQQgghhJANIwBOb/skSBa7M5AcgNHxxJzSse7PZxkPJlqFvHqaNze5h6ath2cXJUpb7yiLlDLv4JSape3wK9I+l+PTMV+oOEWS9+k6ucn7SvsEr9Nb+QQoiE8UuSo9i4giWf/amzqMzXgne5QBnkQsOVjK45RSeVOKvhLJ+2b7LgeC/KSHm1G2WP7HbX2RiyXVa6tE7keCvWFj/fQt39AzRnkO+pJRx2/kMj3U66bmaWJGk5QiuX0cK6Fazl994Vfm5arxSqiTNW09RD3xrU8qtG0fP0VpRf3Oo/t2bft4nlt66msx4l7r9ozXm67E8T5m6RUaUzPuzj9oPTqgo96m1cmevp8dA1fHMl8c3a6SeZ1qYkJIGXZnIJkQQgghhBBCCCGEEDII6JE8PHbm+5KGIlkTVydPx+qtJya0cmdEY/Ut385meXupX4mZWjtD9/IsrC6JeSgDTR/l/afyMuLWyrOYSnl2rnFaK5UtpZlWKrdVJ69TbQz4FAMpMrMxky2z6KO3Co+SL4L+tTfFdXPliFbdjeIBuDhtV3xoPMrj/S1n8U5hqVU86pc61pfO/r0tPN7I8R3XqEIm3dEKPYvSKmR9yTiUedLwTlb+n9PVqzhyV7SNG33Fdv7LYyO+WWo8zd6xL3SeKq+tOrlLn9bjIVq3b8W3ocXAmj57FJMEVv6LmlIC71g7+nhnIq+3OZcMpbK2mh8dqj7mFeo6HK1eBeb57Vt1rLxJOh6OthgHPCskmvWHEwc88TX1fkq0QQjJZ6euKqniqR1O9BLE+V3ruFvc4R5hDQ6XGPQojRVwp8bDhH5sqG+krvwPp9R+4+6DTCkbDKDFAPOxtUWkbBHPoDKZwUHn9aEHV6xBFA+p6G8kUNHDq6NDlaj0ivmm7vAfl5lxJ34inmXLbdHnoo9zgLj9UXySrd0yx20RG9DJTdoyJFx2FhYlBo95jyhDThdKx8OcSTYdUqz5I0eiqeTkm7FkW5NKJpqLJ1GoFWtj/bwuA7w5g8qeibJtD/au0+ZinRZJpJ8EAJery7+4T2hsUsyKe1assybZrDptXkczdOvEptPzTyxXdqDjhMeeQg8qjxsxpoSIIW9AuG17FukJtLL9wF3oS5LNQY/k4XEqXYUQQgghhBBCCCGEEELISWZ3poqUSk+rQvScm155PRrP1cnTaTXj2ZDaxQ9jqY11uV4W88Q6M1MlyJ2ptGYOY8u99Xv0LAcfWzYTBbCUynq58yn15UfVyVZivlxl2rZtLnLapp3FMNHLHzWWGi+lIjGUx+a2TjqlVMhaOYIrHptvtxRClVYyWAnxrOWKOfY+21Yne2wp2qr3+qoGjNlZFEuql3UiVB6vDY+1hSb3fhX7uVh2FtbPxqFUnveK4rZAuu11JijbN+PUXqNWfN8ZpZZ3r1OdrEmtuvDEsS6xrj4mlXkkRQjA4UI8aajz9GvWs4QVv2J1PPt5VMgpOjxHNNTJ47hdUH1N2isr9pbqAosrifPKS9O2D5V7v+j7yoQSCfb6noSU2NAjeXjw+yKEEEIIIYQQQgghhGwUWlsMj90ZSDaUK2LM4MYEslplq4W1o5FW3M5nNpuJ8oaTmEMrI5ren2nv5BpLeWz6+50yZk039AtMqpMtFbJZTr/kJahe3gwelZ6lXGl7vTlULtoGPeVrZykGusTOOq5ZMc2TZKXZnqX0WFb1bSoJi0fFl5M0bx0enzrWT4+6tzkt4lfcIake43s/8HhyWl+zdSnHvELPRF4HbO/kDEGYx19+PEo3uE7VMhrqveUVeCV8QheJxSarL5m7KiInxg2pH1+Kk/I+h0AIwOVVl5e6JE7nKoVj6mPdhl7Rth+p623bU96SierCHY7mJ3luUifbK59wTdcfUs6jHNbp9a4ptUq6S5td9yOENNmdgWRCCCGEEEIIIYQQQsggoLXF8Nid76uDSq/ebHgoK7XI/mSek3CkFKrTUb8z3ltqPMsr1KPY29Oq7cjrWtWtJ7VHxjEt9VpbT2WtXhsZbcTUyVHfZMCnZLPUyXWTfVLqlvZF7tN7OylYsc5SIecoVyzPPI8fn66u6l9Z+4KeTxwb61Eqt0Vn955EfUPjvqIHpnTRj8f709dOXJ0cO46mj/ezVbi8kWOU9ksmZcmNdR5/0Fg7VrwcRequOo5F5PjWCg6tTvaEvVRsXGfstHKAlFBMW97Gmi6exqW9izel6uu7/+fQ7h19IuaRbCmUdT3d3zKVyrE4qbs1utviUSSvs+9v/cRV+bmRynM0nsXPs6Pl1W+LeFbe6lUXuu/XRxVrCW/lPr6vRdorj3MV6P3/LAjpE+4rTETeCOA7ALwCwAcBXAbwKIDvAXAVgHuqqs8C8DshhB8VkZcAeDtmi2ZuDSE8LCLPB/DLmE08vD6EcFFErgXwa5gtKvyJEMK9InIlgPcCuBrAr4QQ7k6eZE7fNXKDFWMscXQ4v2EdnJl3+A9H6QHmTaOD5jnEb6o6UHqsLTT1oPHIuNHqQeVx40bl+HJOLRdZg8uHjQFj4yEjY1DZTMan6ZKEbxNsalB3xwePdyLWWd+RXrZdL2W0lnV7yuN5mRrUV1MqUUopPBNlucc8aFgaHVb/Ww8keYMongGT+HHyBptTHWrPQMg6Hz48FhaxBHt25Q7nd0LsLHof63KT7XmIJSX1DL5YdVoOJOv9Ggml1KDyaBLN2JfE6uN56uv41bRvW457Vtzx2Ezk4IlHucev27QGPvuaZDQGB2zT9D7WYRbuLlc/x/r/08ZX2xhInsbLzzZ2iGzrtq1BZYucAWZPDNfn4hhI1s/r56qB5On5tDDKsnbUIqlmn6zMpH4bPPElt+9X1+8Su0rEwNKxc9sTbH20PRki9EgeHpGhu2VEZALgBdWfXwJwUwjhZgCfBHBLCOHzIYQXhxBeDOB3AXyoqvv3ALwMwFsA/FhV9jYArwLw3dU2qtffWtV9a1X2WgDvA/AiAK8RESvdNCGEFIGxjhByEmCsI4ScBBjrCCGEkPJ4p7FfA+A9AO4MISwu/PvMQt0XAXiTiJwD8GQI4TEAfyQiP129fnUI4XMAICJXVWXXA7g9hBBE5LFqJvdGALeFEKYi8ikA1wH4tOtsC08MaW3SnlKzjMZqac00rlSeRpIA5KqAPdTtWO3pY54zlXTtVA0xtd5su53SroE11ZF5qil1sql0y03Ctynaqu+71DkZ7F6ss5Znx9BqvZh6GbCvPatOVT5p7DdXJ0/P5cWj9FLu9H6l1RDazqJ1rOuAT7my+rx2xeYiCZPq1Qwj1sViXE5M89DFFigS6wDEVXWOy6dZZXn5NgAcjpZjmaW085CT1KipWM778D0xJq+9+HnnKpXJzjOMWIdlsfDlLvFNxaOG/UVOG1ayZkvNrMsfX1G2WD4yth371u/NWvWm8fQDrZVsm+rb1cf0qY3z+n597MMdGp+3BeP47kKP5OGRVCSLyGkAN4cQPqzKXigiDwB4CYDPqvILAC6GEA4BPAPAJdVUfeXrY9bboxBCbTT7aLXv09X+ddniub1ORB4QkQe+8EjqnRBCiM1gYt1X2r5DQggZUKxLW14SQohJn2NddczjePcf27xBQgjZEWprC/7L/7ctPAP/t2Lm83RMCOETAC6IyJsAvBrAz1UvvRLAB6rtL6GZXulo4X+9rafdzgP4cvXvPGZzqnVZgxDCXQDuAoALz5eQNVloqU4SaM2SPSc2f4t7lVI5piCZbafVc5aCubmtZmITdTWWUrmpLI755HVJAGX4FUc+F9On7pTh0VRgKkv/jFxJ+MaLAoe6jiyfkydJUF8Zwjl2Yxix7mszY11bLIWxdelbapVI6NlTZY0EKcqbb1Pea834FlfbtY13ObFutl37drb3oGu+h+4q7BL+pJa/fReiXvam2riLX3KkbPiSiWHEuq9Wsa5ln20lsbZz9gOacVITa9PzM9RdC9XGRCmS9SqOOn54rm+PAk9jeYjG9tOxLhXfgDKxySLHP97yqO/il7ypxHvbxOep34tOY29jXXUux/HuBSLHmbtTn5wOL21Vy67EfJZS2FINx+pY8dXaz+pLWvtW29aqN0ud3Ba9CteKdSMjNu47DKjrvEOeup6cHG3zcNjH3ExMW+d9gRBSBo9H8nUAXi8ivw3geSJyu3rtEhrRGi/DzF8KIYQnAJwVkaeJyAsB/D9VnUdE5NlVcoJHq7KLInKjiFwB4HwI4RKA+wG8VERGAG4A8GDL90gIIR4Y6wghJwHGOkLISYCxjhBCBgAVyTuoSA4hvLneFpH7ANwvIh/DbCb2EcxmeyEi1wF4KISgb8pvB/AvMZuR/f6q7A7MsuMKgNuqsncAuBuzJLN3VGXvxmwW+Q0A7gohaBemyIkibwo3NvuaqXLR6mQtSh2ptg+rPyYjpSZxyF/aqhj0jNtZpNeFejzmcrKRemY77WMuz+B61CIN9NRIYXWy5qhRyaFOPkb9aiwFgHUCVqSoD9lF+ZxTpxcik/LsVKzbBikvPVUmyuvuXONqiquTLWJxwKM6ODRUZTlqDY9iOSfW6fOy1HCp/VYdcytU8Xh6pNR6EY/6RVKe9oCxcmQdnvY9+jhLMZhYpykV8zz33Zpcj2RdJ/bOPL8lI47qVRyHI9V4Ik76VsD5/eh12Z56k6XUeCXYlCdorjq5dHt13Pe831xVdWzfISr6hhTrAoDL+W+xSVt1sv5D/2Q9HsmJFWgmHoVzI6QBqQAAIABJREFUhiJZt9GMNO3VyfEVY/MPWefHsPpkus5ExUyrTqyuFTt9dfT4w/Cu4VXU78e3QsIf66w6XVYLErKLZPWwQgg3VZs3R157EMB3LpTdC+DehbKLAG5aKHsYM68qXXYJwC055xftr20qKYseJFHFk/16kER1uCd5ywstYslVrER6Gk/ivZzOr4X9cBIP+LHOcJflj9r+YqSewvSgRg46Id8pNVtwFKvc2FEPaAT1QuFBZavzV3pQeQcHVhYZZKzzkJpAy0065VkCmUDHS2tQ+bBQzIzt54l1OdYWzXOKd+BTyyGtGLltWnei1QRfl0Flzfi0/oxmZFsRWbH5BCXe63Ws28akWe692LK2iNFhIFnUdjNOzvqWul9pxRoLj7XFvG66X+cZ9EgNovSJLkvDUwMdXRIW1m3mCi7aDirnDpb36d4F9DzWIT2QrLv9l43yxq/J+GkdVuWNW6Gq20jMZ02O5QwwW3HPM3icY4th/NxKDSrXaGuLsRH3RsbJNK/JPbW9PCmnj1NqUHmoWOKK+evpeOSxK9JwUHk7nIAhhp3CY21BCCGEEEIIIYQQQggh5ASz+wP/pZKypDBULMeiv/FyAj4AjRnU3BmtlPrYTtK3nJhvk5ROuGIpPbZhf2Eq4o4rr0GdXKM/vk2pk8nmybXxaRsDc5XKqWvJcXnb6uTH5psZQgtLEeVJxtQloej8OPMP5aChPjnBGOpkzWjssEiKKJUbK0WoTh4+AXnxq+0KtJQjVW57Fp4ujmOZeGPVW9W3nKpkfFZyZ40nGXPK2kJjqed8yuPVarwhkFLMWeQm+2ses53auUsiQe/ri+dF0qxzAUZDcZx6XX1tpz1q4rZiTGVxVkSR7Hie0xFIWwR5VnTkxEOr76lF3c0ItxzvdAnVyXPWqU622kkdp8TzApl7JJPhQEUyIYQQQgghhBBCCCGEkJXsjiJ5rVO5atuj7ozsu9fw0VOKZDVRqFUkudQzY31SHms8/qAxpbInoVQnb6J6KqXQlZBMANWonKlO1sTOV5umrVOdTGXydtlGrNNYSmXrMmx5bVnq5OlYxbXEig6PWmSdSoKpS+mg49qy56UniVXb+qn4u+o4RTBWhxwavshW4r3j/Swf+1Lq5ByoZC7DJlZfWFhKZSvuWffRuo4/teBq9M+zOuZEKZKn59Irs2I5NhZJeSTr1/cadfR+cR/QlC+y5TGqyV6NlsCjMGurdvO03UWdnCK37dj5tvUSJT5iHsmm/3EBLJXyZVV+Wn2dZ/XOnkss9VPQbXjUyVbbGYpkXefcKJ3oOZasVP/e982VE/G4B6N0nerkXB/2IRH7Tpqvp+N1rL3FNumRvBkEuzQweTLg90UIIYQQQgghhBBCCNkotLYYHrszkJzrG6opMVmXUPJpbVJzrjGuTh6P5jNdnpm2vqiPbU/Sdqq6jfnkZfoma39OSyVX/ySSvslAUwGn8fxmN61Opm/ydimtSPb4H+co43OxRALqmDp+Xqlj5lWqmdHyydjen2VvfbnHSa+u6L8/aInPsHFvc8Tg6eHqY45Pq/vJOtTJObRVMpM5VqwrdQ+qv2ZLbbzOe51uz4qBHt/QantPvQft/WkJf3M9kuvrfdLwM4735bQybk/H6yx18rJvsve8+05pdbLH29hSb1vE2vEo8KjSa48Od/W3vKhQzsEKZXWbpyNli+VPGqsozuasQPPEN6vcOo61EiSFqmuvepvHrLMjpVSusFXIcTyrK+Lq5PhxrPYsdfJExeA6Tm/bNzk3NqRWYuR6HtvH8a8EoUcyIbs0kEwIIYQQQgghhBBCCBkEtLYYHrvzfa1buRJrw+MhGiFXnbzOSf0SXsMedYPHIznlC2X77hWmsDo56psM2Opk/T61z2aOot6SGqxTnWxB1XJ5Yj8dS1WXQ64ffK7SJNaeQ5FsqkiUcgRXPDb7X18+DqWdJifLvCdeWh7J1qqMWiWiVXy6bimL1RKU8N3zfIbjhC9yoz0Vi4upk8n2iEn0gM3dUyyP5NJta2Len4vbEUWyaO9PaO9PpeydxNW8npVksWtV73fQUMDFlXHt1cmbJ1fhllIWW/GyhDo55W28WK6xFHjNOn6fZ6r02hPzSF4nKcXyUiVdX+1gLkVvu0rYintWnVg7HrWzohE/H1cK3vPdvdd1TGv2MVd7J9u+yel4meqfebyVS5CKKf52/HGlyzE9K0Fi7XH1BTmp7M5AMpBeplgaz3LvRGzxDCqP1IOvlQRgnjwp/aCQuzQwtrzRg7WfNYiiqetYAyf2A0lhNjWorBkbT69W8qZYM/pApQeVc68pWmGUpZS1RSxeakrZWdTtWFYZVvkV6abHjcGTWUyYnp8vRfQk27NoGzM9k3OpARirYx9boriqvXWSM+iejYq70yPHcsRIrO00qKxJDWRz0HkzbLsv56nzlFEn1oZ1mWbYWVjonsJkHF+y7UnuHIt7OtZMGv2wOV0Gla0+Yd9JDXRYAxQ5bVjt5CSIAmybixIDJxxcKUNqQDk3CV9KB+IZwB6rRizLi6S/qTU555k0g1HediDZSPbX6Fc+MbeN1ElMyxCPe3Vc9SXjiw8q69icEiCsY1B5bodT/sbddrKqiwVQ7H2USIJKmtAjeXicSlchhBBCCCGEEEIIIYQQcpLZLUVyzbYnhlpOwDVUJOo9jCZ6maIy/u/HCkBTrWcp83KWQ3pmVfuuTk4l4wPQWIhqJ97TyZvUryXH0sVSJ2+KdSa8PCmUXu6dqzwuEV8PM7c1hqKk3jw3TitISifbs9TLlvLZSpZycBz3uihE4kmqYitBuiiZ2ypBmm04frQtk/DpuOtRJzfIsbmgJcb6CNhuf85jZaY5o7Zj6mTPe0lYWLj2U9taXTdRimQ7Nsb7cLFVbx486uRRQ423elVGF2LxuMtyZ4tNq5NzEkQttl1CgedRJ5M0pfMop7AeASy1s07pfqji26GqdFZv11+/9aZylcee8tjrhvLYo4jWSUyPE++t+dk79fxr9R+t1Rw5q8e6KIi3odCNxR7P+y2RoNRjC0TyoEfy8OD3RQghhBBCCCGEEEII2Si0thge7oFkEXkjgO8A8AoAH8RsMvNRAN8TQnhSRL4ZwDuqNn8mhPDPReRWAP99Ve8HQgifF5HnA/hlzH4vrw8hXBSRawH8GmZ6jp8IIdwrIlcCeC+AqwH8Sgjh7pUn2GUqN/YpdJlMi3k0e2ZVtYJFKVu0ld0Eq/3uUmqSVXU0Ka/lLl7M9mzq8rnsZ3o+9VGdPHWo1BpenVYlU6kcq2u87lEGpPyS16Eq7tGUVu9jnaa0fCVX4WzV19upn78VA3X5vqNOdZw9pRY5VpAAOFSJps5le8Mvx0xPTE0pj4G4z6hHxVeevIRX1nvTxJJBaTxe1RapJHyWX70Vj4sk4RuYOnkQsa5Ev26d4ihPzIyVW2o8fa461lnqubptHSMNNZ5W1x2O4kn49ho+7MsxzvaAT6cCPWiokOcfyl6jzt7S66Uo4eveVp2cm0gv1obVTo7P8WIbJRR4Q/BFHkKsO0JT9Qtsv2vsOb72TtYrIOry01aYsPp4nvLHI+WxMqB1AlMAEHX8ud98+5XBzZg6v25SqzKsJH3dkpwukxsjp5nxcBN4YlBugtL6c7FXGfbjvROyaVz3KBGZAHhB9eeXANwUQjgSkTsA3ALgNwC8FcDLQwhPVPuMMbsB3wTgBgBvBvB3AbwNwKswu2e+C8DLAbyl2v8igA8BuBfAawG8D8CvA/iIiNwTQohn9iCEkAIw1hFCTgKMdYSQkwBjHSGE9B9aWwwP7/f1GgDvAXBnCGEx5+pnROQbMJuJ/WcicgDgh6rXHw4hTEXkUwB+sSq7OoTwOQAQkauqsusB3B5CCCLyWDWTeyOA29T+1wH4tHmGuYrkEt6iVnsxRael0HMo98RSiCbQM2RjY+azOYu2Z9SZb9ftpF5fVUdjzX7WajdrhtUza9pHdbKFy6uzgZYWyfLLnt+35ZdsqZNTlL6mtsMwYl1JhZ0Vj0q1M174fxFPbNRY770q1/FyPJ3r+z0x0BO/6vpWXV/MiitK5nXSipMu/sYpLK+93DrFVRoq1k6PIoq5cfx4lgrZ5Zfc2KGq71Eb91+dPIxYt+l7iccb3hPLUqt5ppHXF7ety3pqbCewYqPHz3J03Pc7XCoDFlWx8T7h1ChvHme08vUulPbtzFEn53ger2ov5QnaReG8w+rk/sc6zMJdrUhOPUrk2re3xUqxYtXRfsn1be9021UbS41n7KvLrHjpicFqu160NB7PY+feVD1nqp+7dS3p59Lmtbr6Gms+weq/4n1F69qfHz/+TGwfJ07pmLopv3VPzIqVp+IiISeN5P1HRE4DuDmE8EsicmdV9kLMZmKfAvCzAL4Js5vk9QBuBvDjmM3cfr2IXAHgv8JseQ/QHHart0chhDqT2KMAngHg6QAuLZQtntvrALwOAJ7zVYh3qK3rvKQNxmJ7OQ8Que0pRuqOPR4tD/B6yBk40eWp1xe3PUlWNLFBiuZx8gL4xpJ+FBhUhjG4YVpeHH8WkQHlNliDyjFyE7X1eIB5MLHuaSg7+ZV7aaQGjBe329RdtW+q3KjbZfIrNths143vZ3XQdayLdfI9A7ZWgr1mp9w/meax0/DVOVg4u4K0jLUemwvr53ZseWFN8Jn2Qxu6/zgZTKw7i7z41HZSzDPQkWvjEyvvMvqT8zl4Bl8Uo6mKWaN4fy66nzlgHH9It/pwsUHodfTZdAScW3W0HwzIGTTdxgDrOgaVU21vI+HWKvoc66pzOY5312A5Ad6mBox125eNcms75Wl6Wb2J07qrsM7B49z2rAFm1XmRynJShchmvBzFryUrBsZszQCddDlu5+gZVNboPmTdV9MD2joWW8fx1IlZWMaOvRpPX5bsKvRIHh6n0lVwK2Y+T8eEED4RQrgA4DcBvBqzm+QfV0uCPgzgG6tZ3zsB/AsAfx3Av6121+Nh9bYO2+cBfLn6d36hrEEI4a4QwoUQwoVnnl98lRBCshhGrDvb/g0SQgiGEuvWaQlOCDkJ9DbWVedyHO+uilUghBBCeopngvM6ADeIyA8DeJ6I3B5CeGf12iVUS4MAfJWIjDDzkvosAIQQPgjggyLyYgAvrPZ5RESejdkN+NGq7KKI3IiZv9T5EMIlEbkfwEtF5P1Vmw+2eodtJ8RLKZlTShSPSq8x+6nKEw9ZuTYTOe3k2maMDPWCpSyOqSesJZIechXMRainaRxXWa5KLq5Ott5jIaXy7jOMWLep5d6eJd6eOFlve+qWWAIZWYoI+FR3OaplT6xLLd9e3Dd27FLJ9mIKFI9aJFedHLPcmDQSeMWXBlpJCj31p6ci6kKd9EfF10OHzYQZj6vVIqYNhpWwT9MPm4thxzpPbPIQ65/l7Le4r9WHm0bKLDLVxLG4Z4YJIzZa9VOWPlayKEv9mmNzsZU+mwNPMrtNUZ/Lps7DY33Rw6RTw4h1aCbbq1XBHnVeW9WybtvThhWaGgpm9UKdeG+c268r0Pdby3aV/FQ/h2ubi6nqY050MlPjurFiYOz5tos6OWaPZlmjWX01K/G91T+L2a1Z/USr77eWlWzHx+mlBc+Jh4rk4ZG854QQ3lxvi8h9AO4XkY9hds97BMCtIYTLIvKrAD5alf9AVf8XADwPwEOYJS0AgDsA3IPZ7+W2quwdAO4GcLZ6HQDejdks8hsA3BVCWGdMIYSccBjrCCEnAcY6QshJgLGOEEKGA5PtDYus7yuEcFO1eXPktXswu7nqsjdE6l3ELAuuLnsYwEsWyi5hlk3XT9eJcMvH2MIziRVTolieejDqeBStGb5yHk9jKwnf/JTyVHw5M6+LdeZtd1E9xGdnN4IykBntqfeeqZLTRNXJZnInvb0FdbLHE7xn9DrWdVEkrzMhYiqu6d+BJwZabVvlkToNRbLOAuM45gRxRUmtpJg2FBVxdYWV8FPHvZjSREfcA/VXKXVyjBLK42Vm9S2vO4/y2BOvY8q8WqW8eEyPUnl6uDpQdfJZXtny5ul1rLPoErtS/bycft1ie5pUH86KgQ41cVJ9bPl96kMasbHOtwGgEb3i3vDplRht/ZL74K9b00W9Vu/r2a+0Sm7bqru+JaPqe6wLWPZI1ujXNqXa06EmVx1dh5XGoh4drxxxyiw/TNTx7NdyW9SUwEjFdssvec/oS1oxsO5nWf0wa6Vbrjo59rqO11bf01ITx47p6ftZMyw5K9ly+5XWKo5tx0xChsZAhnUIIYQQQgghhBBCCCG7ggA4zZHJdmzJVWp3vq5t+IZ6BBN1/VwDKsuDT00mjqdzbVMs92uuL7LP9zimFLZUJnl+ybE2Y9m8F88vl1x/5bZEVXL6i9WpLrtciRHfTlv1VsBHOVei4KE/4qP+E7C+z8ujWM5V4B1GyjSWUjlXmRcpE9W2jpf5vu7Lsce3mgPROpb6N8crdJ1+c22Vx4vHj61mySfedlN1slo50lCZOJTKjX2V6WNKqewh7XVPjinVr0vFtbb9usX2Un04Xeb5KXnOJeYPmqoLOH2RV/f3PPs1PYXzvEK3STcVst9H2fIaXsd5kX6jPZJj3aZS3e26HU/IsGzfre3kOXoub486OaVCthTLnu3UvobXvOWXrFd57DVUtnHlbI3VT7RWusEsXa0U9rTRjDXp+nl5ONrn0CjhF+OJ1zkrSwg5SezWQHLb/mcq4UqJwZW2yVkWyiXxHlOWFLPm0gPMqYcC60HBajv3oaG+UXiSVeVSenl487PwD240yBxUTi2tNgcrNmV/sY7BZjKn5KSZFZs0nhiY+rlbgyyegemchw/rgaBx+Lw4FZsgs2KglRTFk1h0L7JVauIr1lnPtZDIHTCuS7OT57Vcpuipa2JZEB2t78EhNgFMFljnuGJsoj/2+iIea56U/YXVD8wZPAbiA8IOGwxrkk3/Ji1hwPF+jXgZt7DwWJl5EjBvgtxBXU3OAO8uDwY3Y3c/JgWGwqb0UDnkuj/EEu/pZHtnPY23rZPbhrVt9SEjz/O5NhfN/l68BxB7LvUMKlsDrLEB3tTrgD0IbB0z1ueKJfrTr8/2i9tpeKj7td36lem++bYTq54URBaScxI/W7p5nEpXIYQQQgghhBBCCCGEEHKS2Z1x/9yp3JyEKyWUyiWSsyzQSJZSL6NR5+1JnmcpRyxVSmxZd+OcTCVz/Fys5TfTxHHKqfRmM6QeZV5TRdJeuZLEUCdbiaFS5Cd9KmB/4YGq5e7krk3MiZG5MdBScYwidS081hap5YiWCjkWL7GgHMlYaWG9bq+4iCc8SdlZrDPBXpN0whULS9HSxzT1lurQY0FUK5W1SrltXCYOSiUWzeku5K5As+Jeyt4nNx5asTG2EsPThsKKjbH+ZFubssU6HpuLvrMpZXGOUnpT53To+O5JHtra4uyqimtgU13wy+qncrqECtmq06WN1LZxjxirDs/UYXMxjfQrgXSyPV9i5PjKuNjrnkTH7dXEaWsySx2dszLNt6IuzS6vFhkCIsBpfuyDgopkQgghhBBCCCGEEEIIISvZHUVyLm0TrnhUerH6bZOzrCqPTMBZquLmKeWpiWN18n1F4+qTZtvLCgePr2h54jOo25idHJ0yZkcLXLn5SZ/q4xdWJpM8PCo9j6gr5Q9q4fF7j5FS6y227fA6TmIkRRkdKjXxKB73UglHcxP2aXScjCdOiauXPaoQT1KUHHITrmhy/OtK+Cjn7uchqlCxpuALrCAhinWYhrZVKmtyPd5jX79HJedZldG2DaOOFRvrKOVZfVHKL3kT5PpgtvVRzlW69UkZVx8/1/OYvqJ5BDQ9hoHtP6TnJtuLJd47zI1HpVXIKc/j3DqO5/O9p1Sxwy851lf0KY/TiZHb58forib2rFDLVUeXOFdN21hLD+Xy0CN5ePDrIoQQQgghhBBCCCGEbBQBcJojk4Nit76udQkZcpXKMUpk+V7BsYpk1N7/uOmdHPf/PIi87vEVtbygNDF1i6VasVTNu4BrltPwUY62p5RxU0MZl6dO9szYGqrlTB9wEiEgT0lXwh/UEwOtGDde+L8rKf8643VR5z2ezn/lPl/35Rhnve7xRfb4idZ08QxNZdfOU3zktQ2s29O5LDke+KaCxaFUJhmsQ5Ecw4pvnltdKu556uYq9lKvxzyUF7f1qVjq5EiM86y+yPVL1myqb1efy7rVvps6Dhk+qXBndX10qNGK5tOJOvp167hWHc92fZyxKtTqZNMjWWOphmN1HLHOrGMdR2/XKmMrzuv+piqf7Cu/ZPU8pld8WH3F4zYcyuMmOTkv2qt5U2rilDJa112s7znHeVz1r5BbdXxCSB679XiT6rin6npebxtvPJ90Ztuxzn8J2wrPvtay7i7LvWN1cgZchkbz89EDMZk/hHrwotDVbF0yyQFmPUg9DkYl2mJ0RpCOFZ7BkBIx0LO+cVOkHiYsmwsz8V58YCSWcDTXzsJKhFJ3hXVnf9vJ9rokz4slM+1iZ5Gqn7K+8B6nOBkTf0QhaP95Wful2svt463z+8wZYJ5Eyla1Z7StJ9niooP4A7ttYeGxuYjXKc2mljBvyv6i636laMba4ffN+0A9gOsJY1aiPGvfWH2rvRLWFi48g8Cp+qWT6i1u1z9z3REaR15f2E+5WWCyrwYzz1nX6uwAvsn9eL/NitN1qdU/Km8/kZvEuV0/1BI2lE74vO1Yu/N4nm9Jr2CyPUIIIYQQQgghhBBCCCEr2R1tjKVcyXmHbZV7i3V0O2dWlAFNFck4XR5U+YFqZ1q5k++rWb5pY1YuXm4puFLJiSyVRaklIjHls6Va0efXR8uLnCXTnVDTQqM9dcyjMsepJ9h9ifksjHM5pFLZjUell6PGy417lvwkFcusuOeJgVYdvX0mUtfYb6q3R/EPwIqHpa/bWIyz4tumE1Et4lGlxO4d61SIbJIiy9Q5fe8nV5HcdiWZJ9Z16cPl9ANj+y1u63bq+rFYaNVdrK84HMV/oOtU7DcVv6u/rE3FwE0lx+uicKs/iz4leqI6uT063NX/a1XvWWO/tupkq+7ZDtsxNfNZFY/OWjGtS59wEinLXTm3hUtIr4aLXfrdbM1008srsuzkfXl9vOaRltXEOYn5VtVPnWOp95Oz6o2sgS6r0MhWcD/SiMgbReQ+EblGRP5QRD4mIh8UkbPV698sIv9SRD4iIn+9KrtdRP5IRO4XkRursudX7XxcRK6vyq4VkQ9X7X5bVXaliPxWVe/7yr91QghZhrGOEHISYKwjhJwEGOsIIYSQsrjG/UVkAuAF1Z9fAnBTCOFIRO4AcAuA3wDwVgAvDyE8oXb9AQDfAuAvAPhFAK8E8DYAr8JM2PguAC8H8JZq/4sAPgTgXgCvBfA+AL8O4CMick8IQVu2LZwkuvuq5HrqWceLqUF0Wa6ir6E8nm/vT+ZzegdVkj3Lg0iX56qWmx5Iy8exVBSWos+qEyu31H/Wfpsyzc9RPvvULGVVNo0Z3lM6y1hmO8r3eHy6TtAVZy1K5Q0ziFgHtJ+xTSWDyo2BOWo8j+rOUux5lCsxZZ7aPlR1deycNuLbJFoei2We+OaJR7E6u+y91sdVI6vI8Udt6426DQYR63LVKW1XV3j2y1l9AaT7gVbdzD7hcXlO3YXt2Oo2IB4DPSvXcvttOSqv9Sqj0+pgK35Z55VS5Xbxh64/502ptPu++s9iELEOs3BXK3pjHsm5ymOrTo5Hcu52Q6lcxZWzqT7bqm3Ps/OZxOsjx3aOankNIcgTP0tSKmZYOUFiWLlBStTfXC4RslaoSB4cXkXyawC8BwBCCNMQQj1mNALwGRH5BsxC+T8Tkf9NRJ5Vvf7/YnZLeDqA/1iVXR1C+FwI4c8AXFWVXQ/g/hDCVwA8JiJXArgRwL0hhCmATwG4bvGkROR1IvKAiDzwhUsZ75oQQuL0P9YN2RuAENIX+h/rVk+nEUKIh17GOqAZ7x4v+Y4JIWSIjPmv1b8tkTy0iJwGcHMI4ZdE5M6q7IWYzcQ+BeBnAXwTZjfJ6wHcDODHAfwIgN8D8G+q4/y1qkk9eF1vj0IIodp+FMAzMLtxX1ooaxBCuAvAXQBw4S9JaP1Bxvbr4hsaU9VZKhOHiqSppJt/fNrbs56B0yrkmJIY8KmWU/6gKbXe4vE1JVQpHkq0ZylEcj3zUnhmoNv6zZVSJ6cwlcpaRj9Wx1dq50b5lhhMrLtGQpZgIRWzrNc9MdCjgov513lUyJbfXUqtol7XnvKWL/K+oUK2yuPKvHQ8tOpoNqVEpnelHx2bUyoe6/vbtrf1IoOJdU+X0FpclBPXLAWapq0KWZfnen/mxEOrPUN1p/uV2hdZx8bDSMyKlS1ua3JXj6VWo3na3gbWNR47x9Kq5lL9x5zje2JdH/xE+xzrgGa8+1qRsNgts5S/Y6McRnnsm/C0l+2XrP2Qqxhz2uP73nYFGjCPcV2Ok6NazlQy676nFWuHSk5fssuKhpz6m1uhsf34Rsi28SiSbwXwXl0QQvhECOECgN8E8GrMbpJ/XC0J+jCAbxSR89VrfwnAtwL46Wp3vQK+3tYR4jyAL1f/zi+UEULIumCsI4ScBBjrCCEnAcY6QggZArVNLf/l/9sSnumU6wDcICI/DOB5InJ7COGd1WuXUC0NAvBVIjICcAOAz2J2g30ihHAgIo8CuKLa5xEReXb1+qNV2cUqkcFFAOdDCJdE5H4ALxWR91dtPljk3cRoq1CxvriUf12mCrmhpFP+dTFPY8vv01InW+oSW3UydtfVtFWleNooTa6iIlddMj9O3oxsrmdfqo1cdXLtlzxS6uGYhzIAHF6el58azT9Plzp5ewwj1sVSe3uxVk7EXvfEvZQKWW/nqpA96hLdTuQ4lqe8T028OsZ5YqeFnQF7faxTKXZSFM6x79bz3nvolzy8WJeLFacQKbe+Hisetl1dYdW14miG/cDTAAAgAElEQVQsvi3WSamdVV1zhYbhixzzjPf4IpdeibFtX2SrjscTva2a11d/M7k6Uvv23Bt+GLEOcY9krfa1VMMp5bFVx1Iyl1AhA0qJnKswzvVOPhMps1ZleOJuypfZ6ker8qDKp5vp4plss3/WXNHV/jxy9s31YvYQi4F9W2lGyDZIhrcQwpvrbRG5D8D9IvIxzG6ijwC4NYRwWUR+FcBHq/IfCCF8RUR+t7qZjgDcWTVzB4B7MLtn3laVvQPA3Zjdm+6oyt6N2SzyGwDcFUJYHQ+6JNvLWeLtsbaIPXB0GDyOJdUD4hYV1nJsO4lU2s4iNWDtaaPtw8SmBllyO8K+h492y6Bzl/y0vcFtzPIid1B5Swwq1p1ZWaNJapAkN+55BldiHX7P4LEn6VTiYUJ34LUVkI6d+XYWy7HMTiCaF/dSbPvB3BOPSsWyIdJlsnFbDCrW5fz8c63HYq97rC1yJ8VyYmDbJHxWe5lLrK0YGLM103gSMHsm0NrGu9JCA6uPl9v3i71Pa1AkZzB61fFj5+Eh9dl3sXrbFoOJdYhrBHIHj3PsLzrZWaQGj4F0ouXSlhdWHC9hZ6HLPf1hA2vSrnQ/r4RwoMvAb/3euvR9uiQirely/FKD4CQDJtsbHFlfVwjhpmrz5shr92B2c9VlPwXgpxbKLgK4aaHsYQAvWSi7hFk2XUII2SiMdYSQkwBjHSHkJMBYRwghhJRjN8f9Pe8qVqeL8liTminVSw2N5S+NZdiGWiRmUeFR11k2F1bbMaVJriWGpoQqZRsKCI8SJaVs9iU8aadw1uQkiFo8Zlt1sra5GDkUxvqsjra99mtIdFHptVXm5cQ6IK4c8SwNL6DMO1B1DyZxe59mnIxbXqRinM8KqN3S71IJSXNWWuSqzXLjSls2peZtm+jK13Z/FXu9Jled4lhyHK3vWZXRVoWs65daiRGrY7xfK1mzjo1WDMyxNdPkrsTIWY3W12vJirWxOJm7gqOtMq90Eue+fva7QszawlIKt7Wz0OXZiuQcFTIQt/TpklQvFQ9Tyfh03cXje/q+MSsk48O3Vn94aKsgLtHf85yHZ0VFiX5TCeuIUWbMapsQcNsrB3cGKpIHB78uQgghhBBCCCGEEELI5uGY/KDYnYHk3ARUqRnFHBXfqvoR/zqtQtbqOVuFnFaL1B7IOXWBNsn2lv1Bu/gia9IJV9IK51zqWdO2Xne6jcV2YrOZXVRvuf55sf2yZ3j1RHp16ocN5bGRnMVQJ0+NpHoN7+S8Mzx5eGZsc3yPu8Q6j7I4phbJVSE76tTKOyup3kHGiovF8lh9q+6QyE00pWkbj3LZRpLVtsdn8pU1kLq02vbJrH09dXNUyLo8N75Z6rmER3JuUj1fAr3YarT2vsh9VLfm+iK3TcLnWf2x7STOZPPEHmNL+SLnKJIb6uS2KmRdXiqpnhWbM3IRNX7u1jhAyo/euAQ9Cfb0s/02Vt6mnnn7lBOjRHvTzDZSCmYr/vYtDwYhm2KYT7+EEEIIIYQQQgghhJDhQmuLwbE7X5f+8Xkm8WKzjzkqvlX1I7OpXVTIlpIu5oFsqegsv+RcZXEqc7dFW1XKNtQSHp+pHIVK7gxvvqJk+Yfo87BKK/Aa7dTq5Myo4fFOPrxMVYwb60bbRZkXa6OLMi+m6OiiQnZ4zNf+n5anfI7/MRD3oNf1S/sib5L62s9dZaEp7ee5C9AnrzCWH3yXHBapVRnWV9hWhazrW3U7xMCYB73uY2p/TksNl/JF1uWeOJa7Ai2VN2M9yrzVMdDer706ef56+7ibWvXg+ay4cqKfxDySrZBWQp1sqpDVjqfVzylLhazLrdc92544WW+nlMSL+3nqx+4NxuumCnmcjjHrXNWWWllbIu6UonT/Mfe8Uwpmxk5CmuzOQDIQD/IWOQb6uQPMkYGOLoPHOYnyUoMfq9rIebDITTTlwZOEb5tYN+PUg0WueX/uEvONo+wupkfqvTkS7HkGlQ/an9nJoWuss9qwBlRy6+Qsb7Q69saDil62reNq3Vm37H2s+OqJuzkDKl3iWGyQelPk2ly0XYbdmzhG+k+uZVmX+JWq23bwWJdbdXPtgiLt6KR6evDYSqrn6WOmRARdJtBSlLBD60KXeJjaN3sSX9E2iXOqDbJ9TmGe3C6WbM8aJPYk4Yu103hd/aEtLM52iVM5IgLPwG+qnZSYAbAHpq37QmLi0bKzsBLslY5ZJex1ugiZStA8ftmB2ol6otx31E/FZruvy5haBCqS14qI/GMAtwD48xDC8406Lwbw85jdKr4YQrh5VZt5qUQJIYQQQgghhBBCCCGE9J1/AuDbrRdF5OkA3gXgvw0hPA/Ad6Ua3J1x/1NozlbWtF3emKq7YjtmY9FFhWzViSlHLBWdp41chUrsOJta1r0pRYU1q5ujTi61bChniblneVCuojDaTiF1MslAxzpPBE/Fry7K4xxlnkeF7FAta9WHjqsHo9l2KknebDsdm3KUeZ541DbuWarmzSWh676UW9PXpddUlPQQQVzNa9FldUVqv7YqZF0/N8GeIx7W/U0dF7UK2RPr9jPiZCkbn74k4euSUDmnjqcvqclRCXpWvpRQGvZxpeAuIZirixf/B/IVyaY6ufpDOy5oC4uznpiWY1WWm1QvNyFf/T5ybYEcz/Op+4XHzkI/8zfqbKFvF7P0Kd3Hs9hUgmYLj5rYqhNLwneYEaNJBuyKr40Qwu+LyHNXVPlbAD4QQvjTqv6fp9qkIpkQQgghhBBCCCGEEEKGwzUi8oD697oWbfxnAJ4hIh8VkU+KyPeldtid6WVBNOlIg5TiOFNtrGmq5FRyk2pWslbLAXYCKMuv2OPnWe+7HymbHSdPjZdSqNjJ+8qqUjaVlMqjOLH3Xa1Obut7t6q+Ju3dVDZ5gYmhTrawPJJJglMAroiUt11RkbniwqyfUpd0UPRp/88nrlhWIQNxn3grHnaLXzFlXlpZYsWVXGVzihzPvLa+797ybSpXuiTRIj1hhHissy6T3PiVUzc3fsViY06CqhV1Yj7xjVVvjb6c1SeMx69U3oxtq4q3vXLAs8IrVifHv3SxjdR7LrWiLRUzPepp0p4RgPPVdq0yzlUe60R5luK4Lj/tiXU6Bl3hqJNajeZpw6qTUkTn+st7Vn9E7g26P5rri2xd76lrqMs1ts6+X9vz2AZ27PYkp1+d84irNQpBj+QufDGEcKFjG2MA3wLgpZjdcu4XkX8VQvi3q3YghBBCCCGEEEIIIYSQzcGB5G3zMGYD0o8DeFxEfh/ACwB0H0gWkTcC+A4ArwDwQQCXATwK4HtCCE+KyDcDeEfV5s+EEP65iHy02v0qAA+FEF4hIs8H8MuY/VxeH0K4KCLXAvg1zOYQfyKEcK+IXAngvQCuBvArIYS7V56g9g3tolapsDKxWrOPlh9Srey1FB+W8tejTo4p7HLVeG0VKj6F8Wa88Twzgeuc7S0xE+lRE2tyFC8e/n/23j/qkqus8/0+fd7uTgzp/DAYjBGBhUYghrBso5mJJDcwzHImdwLKyGScCIMhIyJGYc2FWaBxBZmruXIRB1gQ0SWRSyIgCoI/MyHRSCs2LmlcOhE1ZoARJ5gfHSDpznve5/5RVX12nXc/Z+9dtevXOd/PWu/q0/vs2rvqnKqn6uz93d8ne9Zed2Le8hDbHufdYvSxLnX1RUhxnOolmqpI3vK8n6C0A/xeyIA/lh0zYlrMShArNvriWsg7Prbcp1BJjYtWnZDCeWj/ZZe41RfxMWMIn2WXKaj0Ni7WLRNajWap9FKVbD5FcqoXciA2huJiUd7+ebNrL2Rfea6cGDme1frwLy36iX/2y7Gibbl/q06on7HGvdHHOhTh5tTydaU+rqmNndeumthVHp+831/HGxutuGepg2MUvyGl8OMi+jnJKA/FycSVHTE+ym7crX7/W+MAljd9jnxBqddV02e/VIZWGaewz3nt3vOsuOc7Np9X8qo2CJkYHwLwVhHZQnHJfDuAN6/aICqSiMh+FCPSAPAAgEtUdUdErgdwBYD3A3g9gCtV9SvVdqp6Wbn9jwF4uCx+A4CrAOygyAx4JYDXltsfAfARALcBeBmAWwD8KoCPicitqnrc3kn4f3AYR+gbKI4ZJHZxB4xDAxYxD+qpyxH9gyjNl3JbdXz7m5qoxbqRWqQso/RtF9O2RVzirPaD16l9hh7W29lzdLecyexza3w33knEOmu5d1NbiqaWGEDaA3ogWRTQfPC4KC8HVAwroJjB41Dcc+s0HRRZbtsXS1ItfXLErNRjiKmTMgA01gGIpozdKmMSsS7GxidkWxFTPyZ2xiTEC8XGmOXjhqWPa5nmG7BoM3icYrdmPbO6tBls9pFr0CN3jGkaG+3l7XmfK9tYwzXtZ4xMItbBb23hDga7g8Q124qYeJQS91IHj1NszWLatuqEBptTB48jBpV9tpWWcCx18Ph4bWhzNbl+l/r2o02dFHvKoRnTvhADKpI7RURuAXAZCj/lzwG4HuV8paq+Q1X/SkR+B8W9bAfAu1T1L1a1GZts7xoA7y47mqvqTlk+A/AZEXkKipD8ARH5DRE5e2n7f4NilBsAzlTVz6rq51HM8gLABQAOqeqXADxczuReDOA2VZ0D+BSA8yL3lRBCmsJYRwjZBBjrCCGbAGMdIYSQjUZVr1LVr1XVvap6rqr+YjmA/A6nzv+jqk9X1fNV9edCbQbH/UVkL4BLVfVtInJDWXYRipnYRwG8CcDTUdwkLwBwKYDXAfiRsu7XFPul95VNuoPX1euZqmr5+iEAZwA4HcDRpbLlfbsWwLUA8MRzAfUoVyxbCpdKfZxrltGn1k1dRmgpfkMK5tBy7OU6lhIlpDKOSUrVZkmjf/l4nuXePvpSIXcxI+pLAuBiJXaJWUbZdp8AmDYX29vjmh2eTKw7CwslRZdqvDaKZI/yzrdEELCVdnFxb3edUELSok6zuOduG6P2ilGe+bZto/DtK06l7CMTkYyLycS6M+BX8+ayudhKqNtGkRxYlVG7L0aokH0xrukz43J56Pk01zNeyqqMNvSlQmu60q3N6rqF1VxafG26WrCvhIo5GXOsK9s/Ee/OBXCg/Iirn6M1q4oYtXFTRXIbBW+KIjlGYZxax2ehkXoMEStBqjGCmPEBK+52uRKjy1UETZ9lrT5z2RUNyVRi4OTgxzopYhTJV6PweTqBqn6izAz46wBeiuIm+aflkqDbATzNqX4lFjO5QCGVXn7trgE9AODB8u/AUlkNVb1JVQ+q6sHHf3XEkRBCiM00Yt2py+8SQkgS04h1j1t+lxBCkhhtrCv35US8489YQgghUyJmuus8ABeKyA8CeIaIXKeqbynfO4pyaRCArxGRGYALAdzjbP98AD/k/P9+ETkXxQ34obLsiIhcjMKT44CqHhWRQwCeIyLvK9u8e9VO6p66v2ZFTEI8n/rVJUZ5HFJ6xPjUxahFQu2kJpRKabt+PM0VfSlqlTY+pBZ9zwIPnbgql19yRUxyhYnO1E4i1mGGsG9ojMIupEiOaS8iWUml7qirkP3+xymJRZfLfR6eueKeb3VHjLoiRm2W20PT6qfJ+7F1cnshr4NaZeRMI9a5HsmpKy5S4mFfiuQW3vApSfBsn/j2z55tlMf1Os1WZaQyxLNI01UZOZ5x2/giW+2kxOPUfCg9MI1YB2A2A04t490J3+OYVV+pMcv37NcmUV1o25jtUn2ZffU7UCH7/OhTVyY3XwGQdv3mXoVbbztt5cRYfgPm89cfRSxbf+iRPDmCX5eqvqZ6LSJ3ATgkIneiuIneD+BqVX1MRH4BwB1l+UvK+gcAnK6q9zpNXg/gVhSnyyvKshsB3Iwiv8D1Zdm7UMwivxLATap6rNkhEkJIGMY6QsgmwFhHCNkEGOsIIWQicCB5csjC1mnaPOvgHr3zT/YCqKuNXUKzgm1mE0Pq5JCH8nJ76T7Ku/vJrUJ29yXVdy/VTzTkmZdfJdfeVzS1fpd+p335tybPzO842zoeyfPtxbZfOuXxnyyXHRIPB79J9PBby/+08TdOUeNZdSIUdtWqEMvj04o7cXV2K/OseGQrjJvFXasfl1S1RornZW6f+C6Uwk3jeNPVQV37t4ZWGKU+Q/yFXMRYt4KDTxE9fEP5nzaxLociuYU6ufKH98VFwK96A+z45auT+szYdAVcqt9n0/wYuRhidUOKei01jjd9To75rqxzxXdfCv1GWK7/a/IfGOsCHNwnevjx5X+6VCT72ra2y+E73KY9S6kc6iezChkIr5RtM27go8vVW20UtinPtbmf8Za3rerHPN/HjMM0HWNx+3yT/DhjXUMOniF6+PKh92KayAcxyHm3NuP+CjmxDLDpD8g2A2RNBx1SbSFCgytt+ol5MPQndsk/eJzjhlTfNu+DfRfbdoVlVWEl4YvZNgdbW2GLDOLBXe5t/YBwCf2YSBxECQ0YA/4H8abJnYpt4weeYwadm8Zx97WVzNSl6UN07kHi1Pq5lj026Tu17RjcxKL1tpvt1xrb+4yLmFiXYyA5tb3AgDEAb0JR114txrYi5bktJr6l2/jsrtP1gHGOgd8xLUPOPZkX2i79vhAzaZlyX4ofKCNL+OJdqqVO7oHkHJYXua0yrDodDB774mrqgLFL7hjYNNblujZTnn1zWbbF9N/VdnZ747nnTBoBk+1NjJhke4QQQgghhBBCCCGEEEI2mLWxthCR+wDcG6yYl7MAfLHnPtk/+1/3/r9BVR8frraZMNaxf/a/Nv0z1q2AsY79s/+16Z+xLsAA8W5dzzX2P43+x7APXfTPWNeQg18tevhfDr0X00RuobVFK4a4aEXk8JA+OOyf/W9y/5sKYx37Z/+b1f+mwljH/tn/ZvW/yfQd74b+rtn/Zvc/hn0Yun9Cps7aDCQTQgghhBBCCCGEEEImBEcmJwU9kgkhhBBCCCGEEEIIIYSshOP+7biJ/bN/9k82gKG/a/bP/je5f9IfQ3/X7J/9b3L/pD+G/q7Z/2b3Dwy/D0P3T1wEwGzonSAprE2yPUIIIYQQQgghhBBCyDQ4+HjRw88fei+mibxrmGR7tLYghBBCCCGEEEIIIYQQshJaWxBCCCGEEEIIIYQQQvpFwJHJibHximQR+XYR+biI/KGIvFlE9orIIRH5kog81al3t4jcUf49vSy7vKz7MRE5tyw7X0TuEpE/EpELyrJzROT2sp/nNuz/WSLy+2Vf/7rP/kXkCc6x/5WI/NwAx39j2eYfisg3DtD/a8t2f01ETumw/yeXr/9ARN4rIrOy3veV9T4iIgcG6P9DIvKgu32O/kl/JJzrjHWMdYx1jHWTJeFcZ6xbw1iXuA+Md4x3kyXhPF/LWBe7D7LG8S6hf8Y6xjpC8qKqG/0H4AkATipf/38AvgXA2QB+GcBTnXp3ebb9GIBTAXw7gLeVZb8O4OsBfB2AD5VlPw/gnwF4HIA7Gvb/awC+aqj+nfpvAfDcPvsHcCaA28vX/xzAm3vu/2sBfLR8/T0Aruuw/+8EcHr5/zcC+D8B7AXwhyjm6V4E4D/32b/zGfxk9d3n6p9/jHWe/hnrlLEOjHX8a/gXc66X7zHW6frFuoR9YLxjvJv0X8x5Xr63lrEuZR+c+msV7yL7Z6xjrBv937c+Hqo/zL8mfwAOD/GdbbwiWVW/oKqPlv/dBjBX1X/0VD2znN16p4icJCJfBeARVX1YVf8EwNOreqr6WVX9PIDTyrILABxS1S8BeFhETk3pX0SeAuAkAB8Qkd8QkbP77H+JZwO4o+f+vwTgn8pZxdPL1332/0QAf1m+/nMAF3fY/z+p6oPu/gD4JgCfVtVtALcB+I6e+4eq/oP7geTqn/QHYx1jHWMdY90mwFi32bEuYR8Y7xjvJs2mx7rEz6BireIdYx1jHSFDsfEDyRXl8oWzVPUvjSqXqOqzAdwL4FoAZwA46rw/K/91P9Pq9Uy1mNIC8FC5bUr/ZwM4D8ALAbwTwOt67r+qcxDAkfJG0Fv/qnocwN8AuBvA2wD8Yp/9A/g7ABeJyBaAy8vtO+1fRM4B8FwAv4fioePo0vZ99u8ja/+kPxjrGOus/sFY54OxbqIw1m12rAvtAxjvfDDeTZBNj3UR+1DVWdt4x1jHWDd5BMW3wL/0v4HgQDIAETkTwFsB/IBVR1XvL1/+OoDzATwA4IBTZWfpX/f13Ck7AOBB5/8x/T8E4E9V9SsAbgfwtJ77r3gBgA+Wr3vrX0SehuIz/yYUDyJv7LN/Vb0PwHtQzKJ+I4B/7LJ/EdkP4N0AXlY+7Dzo9FVt32f/PrL1T/qDsY6xblX/jHVeGOsmCGPdZse6mH1gvPPCeDcxNj3WRe5DxVrGO8Y6xrq1oEq2x7/0v4HY+IHkcnbuPSj8er5g1NlXBiWg8Db62/KGeLKIPE5ELsJiycj9InJuORP2UFl2REQulsLc/oCqHnXaDvYP4DMAvqZcEnMhgHt67r/ieShn9nruXwA8qKo7AL4I4LS+j19Vf0FVLyv7+WjH/d8E4O3OrPJfAzi//P6fC+CPe+7f93lk6Z/0B2MdY13M8TPW7fo8GOsmBmPdZse6lM+A8W7X58F4NyE2PdYl7EPF2sU7xjrGOkIGQ0dgrj3kH4CrANwH4I7y72IA7wPwvwD8EYArUSzL+TMAfwDgQwBOLbd9LoBDKMzan1iWXQDgrnLbC8uyc1HMwh4C8LzU/st6/w6FUf2dAJ48QP/nAfjA0rZ99v/28vgPAbhogP7fD+C/A3gzgD0d9/+w8/8XlPWuBvBxAB9F8QDSd/8/j2Jp1J8BuDZX//xjrANjHWMdYx3/Mv7FnOtgrAPWNNYl7gPjHePdZP9iznOscaxL3Ie1jHcJ/TPWMdaN+u9bnwDV1/CvyR8GSrYn5QVCCCGEEEIIIYQQQgghvXDwa0UPv3jovZgm8jP4pKoe7LvfAV01CCGEEEIIIYQQQgghG8uAieNIOhvvkUwIIYQQQgghhBBCCCFkNVQkE0IIIYQQQgghhBBC+kXAkcmJwa+LEEIIIYQQQgghhBDSLxxInhy0tiCEEEIIIYQQQgghhBCyEo77E0IIIYQQQgghhBBC+oWK5MlBRTIhhBBCCCGEEEIIIYSQlXDcnxBCCCGEEEIIIYQQ0j+zoXeApEBFMiGEEEIIIYQQQgghhJCVUJFMCCGEEEIIIYQQQgjpF3okTw4qkslaICIqIk8dej8IIaRLGOsIIZsAYx0hZBNgrCOETBEOJJOsiMjfi8hxETlrqfzPyxvlkzL0cYeIXNNi+5eIyFxEvuT8XdZ2vwghm8MUYl3ZxlNE5CMi8rCIfFFEbmy7X4SQzWEKsU5E3rH0THdMRB5uu1+EkM1hIrFOROSnROTzIvJQ2d4z2u4XIYNTKZL5l/43EBxIJl1wD4Crqv+IyLcAOHm43fFySFUf5/zdMfQOEUImx6hjnYjsA/D7AG4H8AQA5wJ4z6A7RQiZIqOOdar6g+4zHYBbALx/6P0ihEyOUcc6AP8WwEsBfCeAMwEcAvArg+4RIbmY8a/R30BwIJl0wa8A+H7n/y8GcLNbQUROE5GbReQ+EblXRF4vInvK914iIneJyM+KyAMico+IfFf53htR3DzfWqpO3uo0+1wR+Uy5zdtERLo9TELIhjP2WPcSAP9LVf9fVf2yqj6qqkcyHTshZHMYe6xz9+MUAN8D4N3tDpkQsoGMPdY9GcBdqvp3qjpHIQ54ep5DJ4SQeDiQTLrgjwEcEJGnicgMwIuwWwX33wCcBuApAC5FcdP+j8773w7gbgBnAbgRwC+KiKjq6wD8IYAfLpUnP+xscwWAbwPwTADfC+BfrtjHZ5XLvP9aRH5cRGjvTghJZeyx7jsA/L2I/HYZ7+4o1TWEEJLC2GOdy/cAuA/AH6QdIiGEjD7W3QrgqSLyTSKyF8VA9+80PlpCxgKtLWhtQUhJNaP7LwD8DwCfr95wbsz/RVUfVtW/B/AmAFc729+rqr9Qzra+G8DXAjg70OdPq+qDqvo/AXwMwIVGvT8AcD6Ar0Hxg+MqAP857fAIIQTAuGPduQD+HYCfB3AOgI8C+FBpeUEIISmMOda5vBjAzaqqcYdFCCE1xhzr/gHFYPTdAB5BYXXxY2mHRwgh7aEKk3TFr6AYsH0ylpYEoZih3QfgXqfsXgBf5/z/C9ULVf1KucLncYE+v+C8/opVX1X/zvnvp0XkBhQDyf93oH1CCFlmtLEOxY+Mu1T1twFARH4WwOsBPA3ApwJ9EEKIy5hjHQBARL4ehULwZYF2CSHEYsyx7noUyuWvL7f5DwBuF5FnqOpXAn0QMl4qRTKZDFQkk05Q1XtRJCz4VwA+uPT2FwE8BuAbnLInwpnxDTXfegd3t0c/ZUJIMiOPdUcytEEIIWOPdRXfD+DjS4IBQgiJZuSx7pkAflVVP6eq26r6ywDOAH2SCSE9w4Fk0iU/AOByVf2yW1gu9XkfgDeKyKki8g0AXoXdHlQW/4jCl6oRIvJdInJ2+fqbAfw4gA81bY8QsvGMMtaV/XyHiDy3XI75oyh+BP1VizYJIZvLWGNdxfcD+OUM7RBCNpuxxro/BfBvReRsEdkjIlcD2Avgb1q0ScjwCIAZ/xr9DQQHkklnqOrfquph4+1XAvgygL8DcBeA9wL4pcim3wLghWVm259vsGvPAXBERL4M4LdQzDb/1wbtEELIaGOdqt6NYtnjOwA8AOBKAP9GVY+ntkUIIWONdQAgIhej8IV/f5PtCSGkYsSx7mdQWJP9OYAHUfgjf4+qPtigLULGA5PtTS7ZnjAXBSGEEEIIIYQQQgghpE8OPkX08A1D78U0kavxSVU92He/tLQmhBBCCCGEEEIIIYT0D0cmJwWtLQghhBBCCCGEEEIIIYSshOP+hBBCCCGEEEIIIYSQfqk8kslkoCKZEEIIIYQQQgghhBBCyErWZtz/1LP261lPOgUAoBq+5lsAACAASURBVJAT5TvGWLlbXtV3t7Pa8G0XU9+qm/u19T6cnIqq4n1t1anjKbfyNVptML9jQcznYH62Ce3EtNG07Tb9WHX+/pNfVNXHJ/S8UZxy1sl6xpMOALDjTmosa9qGXcctX92PWe6cEzs7/vJ6nJJd78OIbzWaXgepcazp9d4mTjSlzWflK089hpjXOdpo+jpXe19mrFuFyJkKnNtDT7luXilBI+bEtsqt57McNG07ZruE58qkujm3zbFdX/2Mpe2YPv+MsS6AzM5S7H1S8Z8czxwp2+YKganbdkab+Nr0gHIdcI5+xvKFN/1BGbtt6CGzzT236fH8A2NdUwTAbOidICmszUDyWU86BT95+F8AAI5j/4ny49h34vW2c3a6dY6VdaztvoKv2lV3Vf1jTvlXcPKuunNnP44ZbcTU8R2Pu918Z/F6e9sp395yXs+8r7cf81/JO3PPKbNtXPVm+RAPtB2y3eF2Vp3HnNfzwHZWGzHlvjox++Ti279Vbb5Y7o3YYmM540kHcN3hFwGox6NHIuKUr35MrEkv392/1Y9bfnzHiW9O/Dj+qFPfiFMnYpMbd2qvnbiTen34zm3rvE693kJ12sSJ1DoVqddy6JhTY4312Yf6j2njWGI/bp1HAu+n9nmIsW415wL4rcxt+k5G64SPuWjcbUNBw3o/9aa6N2K/mtL0Z0HMPllt+7ZNqdtFP6l9tqlf0eVPsi7PGQv3ePYx1oXY+yTg6w8Xr0PP9RapoaQi9d7etE+rn+yDzm3ia9MPMfT+qrZT2umyjTbHkHLPS20vtG1M26nnROhZwWrjJxnryMawNgPJAsV+HA/UcgdqF3ezrfK1WzZzXu9zfgXWBmqN+jMnuPjadnHrzmptz4J1tmt1PO27or8W37Q1qExKrM82dK+P2W7LKHepvh73FMjVtq9OzHYu7ukTM6hMVrIHOydikhsn9hnxb+58YVu1uFbUdweArViTWu7244t9M+PEme1x6jrn2XwrfOJULe6YNdwTcc0ms3LgfiUxYw5WvLFiTG6axpKYfbLaDn0uMXGUDECbH805tssxixOqk2ugsOkFHDPobbXtbru3Qd1YUvpJJWVfcgWEIQaHfTDAZSf3c73vVHEvh9SfeU37tMg+wLzXeO0edMyON71HuFh9uqR8WU3bcNtJ/dKafm7Wvsa05xL6TmK+M+vYUn4Ap7xPkqFH8uTg10UIIYQQQgghhBBCCOkfjkxOirX5ulyVXlPqCl+/us5SHs+M6dyqvlt3HqHcc/uxlMdbnincefK0MukM39UVM2nZdHLWUv6mqhhCdZpOGK9ibSJRP1TXvq1CXpwM+424WMWVGCVxarkbp6r+XTsLX+xa3hd3RcVsK362362ZTZ28rsKD1BiQKoBLWcUwRAwIrfKwsOKbdQxcidETOS7OXMugQ22kLvkNXSBtlLoWKccWozxLUSc3VTKvqj8EOfof2paC9IIg/qtusyKoqhMjPs3xk7LNM4R7nFnsL8ai4s9FLqVyynYp6uQYdXDMMYTub01VxbH7Ffs+IZvF2jwpWNYWKVYU7vbucvBUmwvf4Io14BJjYVHf1r9fi0Eh4xerMyiz3eLJYM+s2EevV/IU2cpszBXyf25qg7G8beh+HWMn0dTaImWfmuwXWUkxabY61lmTatu1AeaQFZC/7VSbi9j3i378J8VWhLWFj/RBZZc1sL/IPZ6Seo03bTuGpr+HXJraXKSukOT8bmbaDBiHfBzbEOOfGCLGUHyIQeUQMRdZysBv0wHo2PpjJMd3NfZjJCbusm7fYG/Ms3RT4Uiqu8HQ97TRDDDHDII2pU3boW1zDBLH1I95WEq1pfDViRmAttqz9svX/piUEGsIk+1Njj3hKoQQQgghhBBCCCGEEEI2mbWZQhFoUgIql6q+q4bbbyiP42wudpfHKPcsCwurH99+zSO+UkvdN99uOA3ktte0ja7JrTxO6SekUgbilqaFylMVgqnL2kP7RHrBjXUu1koDNyb4Vl3E2FNYCmcrkZ9PWVy3s1i0d9yxvEhNwpdCnDq51qtRPhKlchuhnc9yIlfbvtgTo5hKJceq+5j2fKdBqiiFKyAzkFuFHNNmDjsLt50YO4sYxqiyza0g7lpt7LPQSMXaNrQvbfocy/dtsW7WAQPhE0CmPuOH7ru5rK2GVir7ftJm+8nX5fnc1HIiVTXs2zaH2jimfupy11QFs69vlzYJ9kLt0+YiO0y2NzmiFcki8ioRuUtEzhKRj4vInSLyYRE5WUSeICJ3lH9/JSI/V27zvrLeXSJyXll2fvn/PxKRC8qyc0Tk9rLd55Zlp4rIb5b1vr+LgyeEkGUY6wghmwBjHSFkE2CsI4QQQvISNe4vIvsBPLP87wMALlHVHRG5HsAVqvp+AJeVdd8C4CNl3e9T1cdE5FIAPwLgFQDeAOAqFKKwtwO4EsBrAbwewJFy29sAvAzALQB+FcDHRORWVTXlxXuwc0JtZ6lyLZ/PSrVsJduz1cF+X2RfeXriKv8xhLyWLUVfTBK+maMsdtXJW3sdL+bHRqg47k1tbPi0hlTY1v5ZSuWm6uQ2yoWUydk2E8wj90ueQqxz/eBDauOi3L+6wpeELybhaMzKDbe8SrJn+bdbMdDFSsLXnzq5vje7+o5ZdTB2mq6EWC4P0YU6OYUcQpTUpHojFOlNIda1o6lCKHW73L7ITZVVXV9MKZ9LDnVyqpI5pv8QXSq9U4PAmGRZIwxgCUwq1i0/z6c+V7uElMpdrEgaAl+eGOte3OrnYt9+89aX3DTrsbttbi9kq37Mg1WOhD1N6wLpHs0pbZMkqEieHLGK5GsAvBsAVHWuqtVv7xmAzyzVfTaAO8q61RX5OBQ3WAA4U1U/q6qfB3BaWXYBgEOq+iUAD4vIqQAuBnCbqs4BfArAeSkHRgghDWCsI4RsAox1hJBNgLGOEEKmwIx/jf4GIjjuLyJ7AVyqqm8TkRvKsotQzMQ+CuBNTt2DAI6o6nb5/30AbgdwDoAXlNXcwevq9UxVq3nChwCcAeB0AEeXypb37VoA1wLA2U/cd0LxZqnkQj6flqLP8jS2y3erk9Pb8JdbymKf2q9+DM77zjdg+apa6uTRkFuFbKmN22ybQ6mcogxso1xI8Ui2totRLo6YqcS6s554ktcP3mVuxIx9ntjoxpr9hqe8tZrDinsuPp943/ur6vg8lwFkVye7pCmVnf22lMp9XRNDKH5T/Ntd2qxESDm2VIVVinWhWzd1xcdATCXWFV2kfHgxqllfe023i92XbU9ZKm0UaTn6DNHUC9mqn+qFnKtOblK+q9R9mrZSuA/GHOvKPhbxbu8TF2/4Vhq2yVfg4rtPpT43jF21bP3uya5UjlkV0eUHZMXXHP3nUCfH7EdqHZe+/JJDCYMI2UxiroKrAbzXLVDVTwA4KCKvBvBSAG8u33oBgA869Y4DuEREvhXADSiWALm/z6vXbmg/AODB8u8Aiht9VVZDVW8CcBMAPO3gyRpKQFUfXIlPiGcNMNtJqsIDI6E2YhJgWYn3Yt8H6on35tvxQXHPbNH2ztzYLncSvi4sLNoMIDdpO+ZzcI8zZVA5ZiC3zYBOis2FRarlRr9MItY99eBpWsWHmISfvsHjovz4rjIrBu2rxUB/fZ+dhduONRgcStJXHE/EiVb9pMv0bJd9gLnGAFYYvh+KbQZYmw7k5hr7yJFsL7fNRcxE3Thyskwi1olcEHHT72IQOLRdji/RsrOI+RGcYgWRSujYYj7LHIPKMXVh1HHpawA+5TPngHGPjDbWlX0s4t0pB/XEI4PPfqLN87aP1GfwpoPNUxhvG3yAuYuHpFX9d913yJ7Dpam1hNtP07qp+8IEe51Ca4vJEWNtcR6Al4vI7wB4hohc57x3FMAjzv+fB+D3AEAK9nrq3S8i54rIOShmaQHgiIhcLCKnADigqkcBHALwHBGZAbgQwN0Njo8QQmJhrCOEbAKMdYSQTYCxjhBCCOmA4Li/qr6mei0idwE4JCJ3opiJvR/FbC/KjLb3qmp1s90P4HdERFHM6b2iLL8ewK0o5h2qshsB3Azg5PJ9AHgXilnkVwK4SVX9vhTVviGc2M5V1blKZV/iqji1sb/c3fa4p8yXJC8WK8GfT8lXT5zVvM9ByaVCbqo8jtkuRW2daoORok7OZTOxoTYX04l16ljmWAre+HIrjgH7ktq28Nn7zI3YZNWxkvB5yWB3sQrfKdw4Yd8uRpK0r80q8dC2fQlvLGKOLSVpXszxDH3MS0wl1tnkUgL52klVIVvK4rHc7FKT01mEjidHgj23fmqCPZcUdXYXimVfO1QhD8GkYp1i972nizDSl5AydMqnrqIMJevuQsnofh9Zfo42Tf6ZI/GdW951sr3Y95vUcfF96TEneNN+UpexkSSoSJ4cSV+Xql5SvrzU897dAF7o/P9RlFlwl+odAXDJUtnnAFy+VHYUwBUp+0cIITlgrCOEbAKMdYSQTYCxjhBCCMnH2oz7C/SE4thS4lqq4blHMReznaUO9ifbC3sox5Tbyfa2d71fP0Z/4r2aMnDL6cdQyG7tLbbdfmxCquauaZpsz2qjqTo5l0ViiuA0l38braYaEVoJsao8nAQvrFRuGrNiVkh0uYrCjXUubtwbTcLRVKV/irjEp+qJbRsRdUIeiW3UVilqp5jtmibNi4mBE1mVsbm0USHHULXTpbwwVQUcwyacrKnK39T6oUBF5TFpQMylmeO5usM0MlmeYYDF/To110tM2y7Vz64O0vX4d6ALpbDvftFGnRwi1wNSahK+ihwKZ6sf/ojNDhXJk4NfFyGEEEIIIYQQQgghpH+oU5wUazOQXPiGFjNMli+yq2rz+SXHbOdTG69+vVv1Z3kbp5a7/VTHMFkv5GVyeSOT/FCBNyiuR7KLFYOsOj4s9bLVRkr9mBUSVh2LWejkMvySt1sojH2rMvbMFvuxM3c6slYamOVl3NseiVfymBkirlRfrSU+iRF/rs1TV9/kUtOG2klVITf1RU49nqZevqlLCvrCOgbfPu4NvL+qjZTPKvXibHoxU4VMAvguyaYhbQoMscIqBqtNMmK6VArzxy0hLmvzk0agJwYhbBuJ1XYVcdulWVT4EgDmsrnwDU5bgy9moqs9uwejWxFj0UCmSSjXQEobbdshAMK2FcVr/9OvLza5NB0wXq5fxaSYpHr19vyxziVLzHL7NOwsfOXVgDLQwaCyZWMzVbq+1reX/iUkitAJ02bwuO/EezEDzbn3I+ZHepeDrV0OyLaxvAgNhhNisHyJ9nVPm8IgaWhQOZSMb7kNlxQXB/eRjJqnkdC1z6LvJCPZobXF5NgTrkIIIYQQQgghhBBCCCFkk1mrcf9K8bYPx06UWbYUvuR4MduFEvZZbYeUxKvasBSAPqx+civ3OoF2FgWbqOqmWCeJxXXuJr4LS0pCKt+4BHtpFhq+RKB23eYrJJraXLjMtx3LjYA62S1LVic3JVfiPVLAz2TkKPpRAMX0kapCzt2/Vd938wypqprQ5fcQio2pdhZt6vho87nx4YZ0QJvLcUj1sfVYl8OKIpSMb7kfl5g+U5L6tcKnft3Eh7kpWVQwzmeBiuTJQUUyIYQQQgghhBBCCCGEkJWszbj/HuycSJBnqYlDimOfknj5tV1ntadyTMI8C9t7dHc7lorP2i4mIZ+lzMtCXypky5OU5GMTJ8wHJuR/vKrO4n2/8tjqx1Yqr/Y9Tk2qZ8UsixyrLmZbzjEE1Mmt4mLIL7nrlQibbPfWJjYxro2cHEpht402KmRf/S4uOF+bljpq6As+xffY+nkSk3ivS39lK5Hf2vycImMgJXyM9SdNymNMaqK80O+NGDFrzG+W0fsld6najWGdf/iFjm2dj31ANmQh9rpARTIhhBBCCCGEEEIIIYSQlazVFHqliEtRIQPA/rJOjC9yU6XyrNZ2WNFn1ff5mrp9tlEe9wa9kKdDjglXTtpmRaAnrnPXPz3G0zik8rXqWj7tMR7JVTuW8tiKb01jVtArGTD9krdrXsir1cmWCjm7X7IbL7fFrteWGB/BHGxKDHCFQmNVjG0kluI4hRQVcpt+mhLT39Cejik/P9rs6xA/czr8bHPcAnI8gqfuBx/7wyh2h5ChFxGk0uVPzZA6OebZIodfcl/PSq3YlB9eKcvrhlZvkyD0SO4UEfklAFcA+N+qev6Ket8G4I8BvEhVP7CqTX5dhBBCCCGEEEIIIYSQfuFActf8MoC3ArjZqiAiMwA/A+B3Yxpcm6/LVenFKYV3v7ZUyFYb+yPUzgs1Xrxyb7m+pQwMeZL2RWOl3brTl99piLFORm/KhHmHxCiCQ+UxXsQxSuWQ77GlPI7xNo5SGSe0Z7HleBfHqJMX7/v9ki11cr1Twy85uLPO6xTvwDHhikK6VPa0aXvsn+HGk+MLivFFjvFLdgkpnoZWRI1JtZziNZzbF9nyPB5ase1gqX+r20VqfOtwYUsN93bGOJpG6PIcrRI2AUsg2lQ1bD375PZLttrI7pdMBW3/hD5zfidkuqjqH4jIkwLVXgng1wB8W0yb0aN+IvIqAN8N4PkAPoziCnoIwIsAnAbg1rLq2QB+V1V/VER+E8DpKMYbXqyqnxOR8wG8A0XIfbmqHhGRcwC8B8BJAH5CVW8TkVMBvBfAmQDeqarm6DlQDCRXgx0pdhZunZjB47jXu60wrLatxHtNl6nb+zEiawtCRsyUYp1LzISTz0onZJezuo2YGFi0n5oI1G0vSyI96xeJY3Mx33EGgY1B5RPtGYPHMUn4gpNvTQeXx0Ducb2Y1z7G9Iw/0gGVscc6mxF9iIOfaDk8pyzcY+t7YLVNUr3cgoaYBHuZP5/Q4HGoLJaUAcmJ3YpcphvrHKzvygoBfel6Us6L1MskZVA5dUJ9Y2wuxkhfA7K5ZhFC/ikU0WWBiuQ2nCUih53/36SqN6U0ICJfB+AFAC5H5EByVLI9EdkP4Jnlfx8AcImqXgrgkwCuUNUvqOplqnoZgN8D8JGy7o+o6ncC+GkAP1aWvQHAVQC+t3wNAK8F8HoAzyv/BYCXAbgFwLMBXCMii9ELQgjpAMY6QsgmwFhHCNkEGOsIIYSsOV9U1YPOX9IgcsnPAXiNqkZPi8WO+18D4N0AblhqfAbgM0t1nw3g1QCgqveUZdtYzNWdqaqfBQAROa0suwDAdaqqIvJwOZN7MYBXqOpcRD4F4DwAn3Y7EpFrAVwLAF//RGA2LxPOzeJVcm6dOBVyOCGer51QMr7l9lxilIEpWH26Crx5hKqOkEkto49j9LHu7Cf6E3RaSmEXU5UbaC+lDYs2iUC3Mkg9rGR/LrM9zn7tGPG4tLnwWVysIsnmwoq5bRLvrd+1umB76d+2dKksGo/aYvSxDjjHeaeLk7ZqM9XOIlVBlUNxlfv4U5VV1TFYksIhbDBchlYtZyBFhQz4Dy31VMv9eG993MPec0YZ68o2FvFu64m7v7++bJm6vBxSXWesczik/o2x+3JpKlCN2dfsNhcuY3qYG7p/sm4oh5yG5CCAW0UEAM4C8K9EZFtVf8PaIKhIFpG9AC5V1dudsotK+fTlAO5xyg8COKKq207ZDMDrALzT02f1eqaqVah9CMAZKJYTHV0qq6GqN1Uj71/9+L5Mvwgh68hUYt3pjx/hD2BCyGSYSqwrVoUTQkgzxhzrgKV4N3t8w6MkhBBC2qGqT1bVJ6nqkwB8AMAPrRpEBuLmIK9G4fPkdvQJAAdF5NUAXgrgzeVbLwDwwaXt3wTgZlX92/L/O8571Wt3bvEAgAfLvwMAHnXKTEQVs+3y3j/zK+lCHqIxKuSYRFNWO76yuMRVYXWhz+/UansQpuz5uWnk8Pwa04R5PJOIdS4xKtumxCiPzdUNnvhlKY9jVmjkTiZqHZvVz+j9kqd5vY2Loa1u+2VysY6k0CaRXoyUL0Sqp7CvfEMmTHOokFPeXyYl7o0o/2AC04x1ocevvhYouFiX5LLGe5lUq/Uu1ckWTb2YU9sYnFDGwCkQ+nJTMicC9mfBxHt9owL4fgaRPIjILQAuQ+Gn/DkA16M8kVX1HU3ajPm6zgNwoYj8IIBniMh1qvqW8r2jqIfO5wH4KWeHf6DYt1qSgftF5FwUN+CHyrIjInIxgCMADqjqURE5BOA5IvI+ABcCuLvB8RFCSCyMdYSQTYCxjhCyCTDWEULIFOBAcqeo6lUJdV8SUy/4danqa6rXInIXgEMicieKm+j9KGZ7ISLnAbhXVR9xNn87gE+IyB0A7lTV61GMft+KYh7+FWW9GwHcDODk8n0AeBeKWeRXosg8eCzmgJbJ4RWaojbeXadoZ5+jCd6ueSsvXu/D4hDntTqLfdnvtOOqEbdOqP7C+2qpnV1/0MoHNBV3q53aGxusQqYae0Gqh1mPTCXWKSSo0LXeb6rszbG6wVIexymV88o7LCV3rR9nAavrl+yqk0+87/glx6iQN4axq6PHvn8dMZVY1z05bjxN1b+pCqYUiZ0l+4vpM8VreB18kfcar1NV1QnEqJBzWDvHxLccX+EInt8sJhXrFKuVrEPfr2Ke2VPUyamkPAZ2aalvMVoVsguVs4SQfCTd/lX1kvLlpZ737gbwwqWy/Z56RwBcslT2ORReVW7ZUQBXpOxfW+KWclvLsFdbYcwjBnKtAWtz4NezDDwmGWBMuW+wxMIdLKkllHLq1AaVcxAzQJNwDFm2W6bpINLQg0+TeBjqlinGuu2Gg8SpNI2TMQPG9Vi35a3TJeY+RiThSyEq8V4KMT+acvwI2o54HdrO/R0zN+qkvvYR0zaZZKyLo68fzE0Hbdssi23qZZNjQDamDWvgdYPpYvA4tNQ+5qPvMiHbyL76Sca6HPf2XMSEHbeO75ki5nEn9XEv5fkjV5+D0uVJYW3X9H6au71VbfYBfeS6RAXYngXTtxEv2UfaouC3RQghhBBCCCGEEEIIIWQlI5svzkOqnUWlgotJnufbbrmOrzxGvVxXCqcl/quUypZ6OWSJsVzfVeClnCVRS7ktxW+KEjeXajg3XaqJtw1Ji29S1Joo5QTqWhFjVdFlQj4rfvj2K1V5HGN/kZuUJHzWqg3X5iILqTEl5hoPiUGaqoCt+l2LQ3P0E6NgfixQl2RGMc4POFcynyZ1rX1J/ZxSbSFCSfBSs2hlsIiIoun+ZtpX32NbTEgPqZBj6rq0US2HWMtfkgOTQ2Wbmxhri1DuszY/3XIcc0x4DfUT04ZG1AkS01HTOm3aHrtqeYzPDCQGFcF8izeUZjQ1nmwHFcmEEEIIIYQQQgghhBBCVrKxw/6z2ozVvrIsPnle8TpGQbxbKdzU/3i5vi+BXxtfZKu8Nt3Q8Iyp+SVbKTlTVMa5lL85lM059sVqw1Ih5yDHzDzpHYUE/ZD7UvBa+GJcqvLYio1dEqPerlZrpHolD5KEr0sf4S69i1Nfh5TCoe1ykeoFTUaOFQ8eM+qE1MmpiflSTtA23o0hFfJy+6Ht+lIbuzTtpyc/Zyvkx3RvlfvatG6VG/trb0KEFmCM6d6RonDva79T+0nNC9G0jWR8cT+XL3LutlNUy10sTWPywHVjPtvwJOUTg48WhBBCCCGEEEIIIYSQXlHI4EIoksbaDyT7lMe76+yeUozxRXbdSEIq31T/Y8vTOOSXPI9QO6f6JdfYc6JyY2LmPk3VcsVYPZJTaKNKzO2L3PTjpBfzoLg33C69kGMIeRqnKo/nxmqJpsQ8nMT0E2pntuVvI4sKuc0KBUshG+wz4nWozy5VyG77TbdrUp9MiJT4EaMItuqEVMGpauMc6uRUmnoHx7QRs1+hOm3a6Ekd7YZpX9jPrUJOeR/IH8f4u787cuQ86ALrUgrtb2poGosvcgxZfJFdYlTAMXVSVMhtTqYUFXIOhXMbqGQmJAdrM5AsCmzNdwDYdtOWpcTxE+/7B51j7CysAWbfAO9+HDvxOmZAJcbmwp/UL4/NhZdEuwt3EGVr72K/tx/zP4Huma3uPzjQ3DVNB4VitktJqmeV9/WMMEQbpPdB4xh7n20jNlavrfetAeOavY5Bysy1NTnoErIMqbVnJCTdHottRWobqYPEVjtNB3inRF9WGSSRpl9AjC2EVWfsg8ox7aVYVOQaPO7L8sLCdzwdJgOMaSJm8DhlV6zThAO/4ydHwrcuSQ1ZFX3d8639azOJMuhnnivxXpeDvUMypX0lFjHWjWRcMNkeIYQQQgghhBBCCCGEkJWsjSLZZTZ3phwjJjZC1hbpdhYpSuGwzYWtVHYT7x0r359561ptxJQHcaYjrJkkK9GUq072kapYHlyp7KMvhWIq1kc/VZUgOcF2LQ74X/dNPdb47XpiVMsuMSrjENaqkJTtBqdLhWwbu4i++tn21O3CziIlNtIGYw1IVRuH6ue6ueZWJ7ukKHFTE9W1sbxoysB2Fr7ut4zXLk1VyC6p21G8NzyrQkTq99PlPSjm8Wfs51NTa77OE+yFdiCH30nXlhM57DSoMt5EhrZpJGlQkUwIIYQQQgghhBBCCCFkJWs/7G+piUN1rWRzllI55Gmcw/84pn5MXbd8n/OpuGrAelpCf5LCipqir0USPF8yKkux3NRbGehRtZyiRB6rL3Js36Q33Ky2lvI4B6mK4JDi2PJCtn3i/arlFOIS7IWPcy1IUfDm9k7OnVTPqt9XkrxU1fc6+EKvJZVkM4faOKZ+atsx+GSnMUkCU+Wq1b63Sbbna68Nqcfg2/cOfZFdUlXIMe2kEBN3hratJgtSwsAQq19S+hz6sYq+yJn771KFPFUYPHPg/r4l0yBakSwirxKRu0TkLBH5uIjcKSIfFpGTReQJInJH+fdXIvJz5TZvF5H7ROQap53zy3b+SEQuKMvOEZHby3afW5adKiK/Wdb7/twHTgghPhjrCCGbAGMdIWQTYKwjhBBC8hI1ty0i+wE8s/zvAwAuUdUdEbkewBWqqDpiVgAAIABJREFU+n4Al5V13wLgI2XdNwD4xFI/bwBwFYAdAG8HcCWA1wJ4PYAj5ba3AXgZgFsA/CqAj4nIraoaEhWvJORHPItQ3cWofH3q4xz+x0UdvwdyVT+mbqovsvW5eN93pyacb32+7agLDb/kmUfN7FMpA+lKZRdXtZykTs7tdWypkLsk1Rc5ZSJ7DZR26xLrusRSDbv4FMeWqthe/RE+oULZfXN4KEcREffWjqZK4b48ly1y+Sj7mJAv8vrEuiGUTV16FOegqdp4eVtfeapqt2kMbHMMPRHjixzaLesWFtNGivV2jo9nos94k4l1ivhwkuNek+v7DJ1bXd8XfddQl791XLThdgDS7h05fJGtOjFt5/I37qMfq+4Y79XEhYrk6RH7aHENgHcDuEFV3fA8A/CZpbrPBvBqAFDVfxDZNVh2pqp+FgBE5LSy7AIA16mqisjDInIqgIsBvEJV5yLyKQDnAfi0uYcKVOODM2egcDbzD/b6bCHcAY39zoCsS8zg7D6PiYa1fNuylmhqc5FqiVEvTxvoCb1fW8q+5QwsGYPKtW3LQdvQ+8u4A8wxg8rZyTHYnPqgk3IfJSHGH+taYCW2q4ixlrAsKqwJJ198SLW5sLYde3I8N+65WPErO30N8PZl3RDaxzZJ9VLocjVpf6x1rKtjWUrk3i5kXdHGQmPsjGnSzLLwCO1jh8uT3a5zDB6HymJpejlMi/WIdakDsn3dg3L00+bcmtAErk3Kg0nqA0hflhOhEyH3oHMuhu6fuHAgeVoErS1EZC+AS1X1dqfsIhE5DOByAPc45QcBHFHVVVflHs/rmapW83oPATgDwOkAji6VLe/btSJyWEQOf/GfQkdCCCE2U4l1D903pcEFQsjYmEqsA+5PPDJCCFkw5lhX9rmIdzv3JRwZIYQQMiwxc4BXA3ivW6CqnwBwUEReDeClAN5cvvUCAB8MtLfjee3OJx4A8GD5dwDAo05ZDVW9CcBNAPCtz5ITC0y25osu5nNHNTxbbSORmpxu3XAViMedBHuuOvsY9u/azlqCPtvjfK0RZ1pIqWzZYLRRJ1c2F/0l4Eu0s8ihQs61xGv9J20nEeu+8eAB72K6mESgPjVvqrVEPQa6iTgXceK4Eyeq+OHGjtQ26sTU2U0umwvLziMFN35lWTmRQ2XbBSnK51Q1sW9ba7sYurSzGF/snESsEzk/YuFwDgVvTBs5kvC1SdiXQkyyvRQ7C7c8V7K9ofFZdSQSY2eRQwQdo2auSL3NpRz++OJYDKONdeW+LOLd3oO749007y/pdGnPkvqbJvW3VBJd2lk0tajIkVTPos0D6dAK5jE9TG8GCglaFpJxEZNs7zwALxeR3wHwDBG5znnvKIBHnP8/D8DvBdq7X0TOFZFzUMzSAsAREblYRE4BcEBVjwI4BOA5IjIDcCGAuyP2lRBCmsJYRwjZBBjrCCGbAGMdIYQQ0gHB+T1VfU31WkTuAnBIRO5EMRN7P4rZXojIeQDuVdVHnPqvA/Dvi5dyjqreAOB6ALeiSFPxirLqjQBuBnBy+T4AvAvFLPIrAdykqn7T4qovxyPZxfJLtjyQUwgl71suD7XRJTEzPJYvja/8WE1xeNwpXxCThG+7pjLe/QXG+ClbuErlUHK+qAR8bv/ZE+/lba432uRoGBlTiXUuqYnvfD7GlvLYuq7r28b7qlsrG/pSJ4eShq7C8nT24sS6mLjrxqbjfa2M8NGFUjikSI5pOwe5+gwJVBjrOot1+Qj5HnepTk5VMluETrQuFMFNk+3lIEY93RNNcyTH3H5SlMxt+onBd2vPcWr2zKRinSJe9Tqyz7kXchxzDhVyqwR7LikHlKqOza2mza1azu3RTPXwOlAk25uuGf8mkvRtqeol5ctLPe/dDeCFS2VvBPDGpbIjAC5ZKvscCq8qt+wogCtS9o8QQnLAWEcI2QQY6wghmwBjHSGEEJKPtRr2l2rm0Dkq1y8Zxxz12v6Feq1SmLlauBgsb9GpYs0ChVR1rrrQ8matYaiTa32Wil+fShmwlcpNfZRdn9IodfLYyeWLTCaJqxTerqlpd58YWxFxzKrjxswUX/Uu1cm5vJXdeBhaOWKt5tgyVlFY8eiEZ3vqigc3TK2bMCNFzZzibRzbp482t/51+37Wmjb+y75tU5XMFqHnEusEbuqLHMPQz0p7jddD79dEcW9BKfEuJPgnzeny8+yi7bFcerm8kLMpkX2keB3neIgY2n+4L/jANTWs31NknIwlzBNCCCGEEEIIIYQQQjaEwtqCA8lTYn0GkhUnJtJm5jnoVydX4jTXwMpSJ7vKPJ/SDojw0Iygywspve3Fp1GpjG1PaL+X6NxSRVrpHj1nZshPORZLDZiE5ZfcpY+yRZcTrr6PuYsJ63WbBO8QgZ64hizvXrc8pDiO8Wnft+J/vlKfOjk1XjZVJ8esFImpE4rjIaV30Y8/BgRXS/QVRzblurN8kVO3JSOnqbI35kKI8TS22qm2jdkuxnc4dGypj/Yp6uQh1L65+gwdT4e4cWdqv5Or/V2vRZjTYMrP22N8vhhEhZyiNk5lSolqulwmRggZgvUZSHYQ54ZgP695BpWdMQlroMEcGHCCXMyy6T6wLClijMxzDGS7bbifpzWoXCvf4/n8AzYYQH2AOSZRXzWI4ya8Gq3NxZTuo1Pa1wmTYmGxTBUHUhN+Nh1UtuwsYpL6pQwqh2w1AHuQOGYAvqoTlehwj//7qdXZ8seejSA1eV8oUV5q3Emt7zslaBe0BuRaj980kZ/1bBEamLawRku6HATuK/Ge1ecQ/W8YTe0uSByOIKoxvO/sJnXwuDdCE4JdJNjz1Un1/mCiPNINRQjcsN9BE8fSgxJCCCGEEEIIIYQQQgghANZJkWzM5IrzOqhONpLxuQo3U1U28AyKT0HcRlUcUi3X1Y9+FZ9lf5G2H36V8nzH6dNV9EWok10qNaC7vNxSJ4+eXAn2qGiYJDFJ8ywrjKa42mA3DvhsgmKS8cWok20bid3l1jFan5UVx31q75jPsqZwrtlZJNx6azYXI71lh9TElqq4S1L7YdxbM5omykuxqljVdlN1stWGRahtq73UZHt7A3W7JLXPIfbRoPp62oRu6zG0y0PLEadHertaC3i/Wk0bFXJ2O4sYcifYG8sJ0vV+UM28XkjUqnkyHqhIJoQQQgghhBBCCCGEELKS9Rn2t7ylnDJxjtYVeVU2uLMtxzfZ0cPNtxyvXSOTnzuD4irmYlSCQ2Kplq3ySpnnKgetY+/0c4hI0heTnK9SIgeTX2GFX3LuxFhjmUheJrRfY91vcoJUP+Sm+K73UDI+IE6dnJLUL1V5bHnj+9qx2/DHw5qCubZaYvdqiONd+7E3vVYt5fHQhPbF8mK2aJOcj2REkJYQLzep6mSXkAdyrgR7oVjR1+c2xM+JVEluT/vofuTrYEXtg37J/TOme25uuhSWdppIL4bULy70YQxxIuT2RW7T59jbJk1RSJYcXaQ/qEgmhBBCCCGEEEIIIYQQspL1USQDjWfFKx9ldw5kPxbq5Pl8oYzbni3G3l0V6/HZQhmXO+NkyuyM1bflOWOXL9px26xUgu52rqLQ8g2N8x51VHpl+6aizyp3fJQtdbKLzyPZZbR+yU0nrMc0CTumfZkYOfyN0/qzrsPVvsi+/y2XtFEn++KK+9lY+2Epj+sxyB9vqphlfyb+NiZLl2qzkLcyYKuDfZdAXzaCjF0To6lfskuMOjmlT+vxO1X5vKqP5X6a+iK75VbdLunCFzmztNf9+MeiGm5DjkuGNKePe8w6f6+DqJBjPlC3Tg5f5KZ1hlAY99XPOp/Y689a/G7aINZnINmytrDwLD0LWV8AdfsLd4B55lRyrTC2Zv2s+QoNXje1sFiuUw3w2oPHfjsLa+AmN9bxuImuavU9yatibC6iqNrJYXfRNRxQWStyWFhseQZPVxG2otg9oLxcGjOoXLeZcBKklnVi7CxikvCFbC4sCwszIesefx1fvKnZ6AwRP3I9h1eHMYRVRGo/OY6Z8XAC+Eb5Ur/8HIPAfSXYy/2jeuhEdqkD2evzM2cwqo+c4zPdkvo7NoV1+O6aPjv0ZmHhMoSdxZgeQLr8UbkOJzPxQWuL6UFrC0IIIYQQQgghhBBCCCEriZ6qF5FXAfhuAM8H8GEUU0IPAXgRgNMA3FpWPRvA76rqj4rI5QDeCOBRAFer6udE5HwA70DhKPFyVT0iIucAeA+AkwD8hKreJiKnAngvgDMBvFNVb165g+5MrpXowpromnved7Zro1SuhHTbRpK+XPhmcGJmdWKUyq7yriq3VMh1OwtLGWiog502K9VfyPpiVXvuNMl8x7K22H1SxKiQzcR7uYmZnO1r6fmqsjVi7LFOoJ0l8bTsGlLxqZNDdhdF/8Z1mmBXYceXcPJPS7Xsi3cxFhbW57lVUyGPRDGX67ruKz+KZX+Rsp2FdXmtWewbe6yrk2otkUKudfwpSuXcCfZi1NC5bC76JpdVxTp4ToyQCSTem1asy8RUhZs5zqHeVMi57Cfa1E8hxRMst/3FVE9Iiy6fSTYThWS3hyXdEqVIFpH9AJ5Z/vcBAJeo6qUAPgngClX9gqpepqqXAfg9AB8p6/44gOcBeC2A/1KWvQHAVQC+t3yN8v3Xl3VfX5a9DMAtAJ4N4BoR8Y88EEJIJhjrCCGbAGMdIWQTYKwjhBBC8hMrhboGwLsB3KCq7lzhDMBnluo+G8CrReSrADyiqg8D+BMR+eny/TNV9bMAICKnlWUXALhOVVVEHi5nci8G8ApVnYvIpwCcB+DT5h4q6sacFdbMZoYJD3FeW81V3sn7Z8e977sqtX3eA0hPlJeynTXzY3skz6LeBxaepUC3ycFS1ckxSfh8jDbxXkVqgr0hJlDHP2k7+lgnUO95HuNpXF89UK0uMLx7zRUA7vXu3/a4J1GelYzPUiFb8ctKtrffEz9dz+WY5J+WannuURZb79fL/bGpsdp7y5HZbItdz0fuay9V5ZvSRlNP5VAyvmViBDKhdqZr6Tf6WDcMXXgNpyiIrX0J9Z/q29yUvcbrvhiRL/LyVTNmUj+S8T+rpTCNWCdYfE85Pv+m+TmnyiBeyC59+Rh3oYLOwXoFDTIMobEtMi6CimQR2QvgUlW93Sm7SEQOA7gcwD1O+UEAR1R1G8AZAI46TVWPWW6f1euZqla3gIfKbU93tq/KlvftWhE5LCKH73sgdCSEEGIzlVj34H18WCOENGcqsQ64v+khEkLIqGNd2eci3ul9TQ6REEIIGYSYYf+rUfg8nUBVPwHgoIi8GsBLAby5fOsFAD5Yvn4AwAFns52lf93X7gzxAQAPln8HUHhTVWU1VPUmADcBwMFvFsWjnr23jtAtD3gkmyqnCB/l6hDnTuHWbPF6Hyyl8qJBn9KuqLNbAmEpha3tUj2St0+oGFe/DwD7av6lYQXgtqfNGBVfjBKzhqFODmF5J9f8kt03fPXbKAr7YnPHKScR67754ClqKu89hK4Pn0q52NHdnuXLbVhKZRff7LJ73R/zqJeLcncfZ946LpUK2lIe132RF61bKycsv2TfccZsV6u/x/nMHZ/22dbuto/Pnf12Y4plz2apkEKiSCsWWqfamOzhQpfD0Ps3PiYR60S+xdCYDXHy5fJRrkg9hqZK6dz+x1Z/XaqTreBkHY9VpyHWo5obrsdiv5xLzOU7PXNfAv0w2lhX7ssi3s0OLuJdyvfYNAS2sWknJBs5lnXxRF0HFNIqPw/pn5hb1XkALhSRHwTwDBG5TlXfUr53FPVHqecB+CkAUNWviMjJIvI4AE8H8JdlnftF5FwUN+CHyrIjInIxgCMADqjqURE5BOA5IvI+ABcCuHvlXsZYW7h76vsB3YGavsqxt//Y7gR8y/s0rw2W+AePXdz61eCOO8hiW1vs3m53nd0J9tzX1vvuUvLUffEtmY9Zot8q6FSDypm+e/e02vFWMPY1pv+YwSJfXev3amp5DsY0+LSbScQ619rCug7iyuMTWobaAMIDwq6dRT1OHHPq+ttwcQd+ffYS1oBxnd1J+qz2VpWnbee3uagl3tva3XZtoqo20OwOKhsjHe6ztS/GxKyGjwmvKfHTPcQ2cTd1H33bxQyMhGJWTEwb3wDMJGJdHOs2qOzSdIA5lw1H0wHm1FHVUCCImR3LPJIb410XM45dlVuDzlvG65j6JIY1inUGqb8fUpjCYHPvlhZDH3AMOe5RMWoF6yEzlGA2ZbtV28a+34Qc1lIkBQ4kT4/gma+qr6lei8hdAA6JyJ0obqL3o5jthYicB+BeVX3E2fyNAH4fxYzsi8uy61FkxxUAryjLbgRwM4CTy/cB4F0oZpFfCeAmVQ2PrBJCSEMY6wghmwBjHSFkE2CsI4QQQrpBFrZO0+bgN4oe/nnPG+7ERmjm33rfUglYdVzF8UnFP9tO2bH9C2+F4/sXbxxzVHKu6s5V77mKva/g5BOvH8FX7WqjKivqLl5bdazyh3HqrnZ8fS/3Y9VxsZbJL5TP/qX2oe1S69e223G2cxTE821nu1q5kbCwTMi3M3ez+82M14ai0EpGZSWmOrFTRl2r7Tblse/HcqV8UlUPZmpt7XjawZP15sNPXVknZgWAr8yaCbauHxc3TvkS77ltu3HMWtFgJe8LxcljEbGzXu5vL1Tufg6p7ZnbHi9eH3/U+XycOOGW41FH4+3GD/c6dO2e3DhxzFPX2s6KNceMOr7X1n5Yccp97f6sD9W3RCMx/bikJPtrk1/ntxnrVlFYW3wwXDHIEMtfcqvWulwelGJ5EaMCjpExjkSF3Ma2wvoN4GunjQrZ6rMvQqdeTNy9h7EuhGwdVBw4XC/sMnR10XaOsJeSYBcYkSI59MNsuY7Vpm/bmO1i6jSp26R+aLs2fab0n3pCNg12Lv+Rsa4hTz14mt54+J8PvRuT5Hvktwc574LJ9gghhBBCCCGEEEIIIYRsNutj6qJAMNleKGme9f5J7XZteTfq7rmOrGs/krAS3vnKUr2QXQ/PfTWv49XJ9mLUjcdTD7RvGibjA+rqwa29lQftAq9vMoCaFMVSJ4f2JdXjs2m5NWHbxuaRRLMHesI/OCYBpUtKQssYX+R6ck0X939FjDte8z/2+yLXk4+m+RgvfKPTEual+iJXn72VDDCHX7LrlezGlCi/ZDd+pCTQi0m8F2rDajP1SSPFD97CjYcxlmsxffqOOcbeb9ze8BvA0D7KFbm8i11SjmfoR/6Y/puqoBOpwmQO/+OYdmJUyBYxyucQbU770LOfBa0u29Pm3tm07TbnyvjyAZAkUn2MQ194m3tvindyTBLYmBOyqc8zyUHhkTz0cwpJgYpkQgghhBBCCCGEEEIIIStZn2H/HSwkYikq5OU6Plylc6oyoJqRd/qeObP0+1uok7cD6t8YdXCcp/Du16H3l+tY1JV5bjuVmjesfF7WQmYlkzr5RHOuotDc0t3O8D5N2Rf3/M6hTk6dYKZSOTsL9a0/eFnXu09Z7F5jrmo3ZrWC75rdTXV9LuJbujo5TLWPqQrj+vGE1cxdtQcAsz3l97rlbLfl/y6Pz43Pe8u44NwufU2mZn5PVdKFsOJUDmJWa7hYscl3zDH73TR2kw7wfQFDqpSBbpTKFSEl1xjoUIUc8kDO4X+83I6vfop6Obb/FFLjewoU6Y2H3AsXcqiTeU70RIpquAulcFN1ckwAyaEUpjp57BSKZC5lmRLr85PGtbbIvQwsg7WFi/tcW8vdt+UMLR4LDyqHrS3Cg7qW/YXVdlUn9P5yHQtrmfyizfAgsTvg5A7WZE+R3GJQuaJKwLeLLWsQLmJQ2UfM0uwc1hZtHlrXJ/r0ikDNgcgK632fpcLMuGa3jGvTas9NGrffc/XNItpwcQeVYwZn9yVc8fXBc/8xWxGkKs1lm+FSbbvlWlvE2Fy4jWwZMSN0vcVcj6mDESljXKnPjqHfKTE0HbyOsc2IibVkJAw92xkzUNr0h2quCzs3HWaTS0mgl2pb0XTgOXfyPpfU5GQWjFPDImhmBxLz/TedP8sRGjnelkjfI/BtBngtQscw1UHlKUzMThsOJE8LWlsQQgghhBBCCCGEEEIIWcn6aAJda4sYO4sc1hYpuNs57bnCiZr29qSwOtm2eiiIUQdbthShBHoxCfZiDNMta4vqiO0EXmH2O0rlUaqTndc7c6ORmlLZUBqGGu9CnRxiaIHXGiNQU9EawqcyTrWzsFTLLj518rGanYX/2kw1qXH3t9qXGJuJ/VG2GauT/eWyzdj2fM6VxQUQa3PhXHBWzNjyxAwrl4pL7iR8bWweQnHN6rvNfvtiYIyYxf2qurTtIB0yphtZSPEUo6rKrZpy+2yjMPbVSdzXFBWy22UO24rlcl+Yzq1Cjnk/l1K5IiX3FUD1aV9Y95oQXedB2wj6OvhUBW+oflOFcWw/oe3a9OmSohTOoU7mid8lComyRSXjgYpkQgghhBBCCCGEEEIIIStZH23MDoAvl69dT+GYxHs+D+RcHslV/66q2W0vQp082/In5JvvT0m251cauv7CKQn0UpP0WbjqPZ9i0VYrrrE6ufZGxMxcig9pG3VyqL9UvzVO5jYmlGzPwqcybuOL7G7r80VerlORqk62PI19fcb4H+dQE8ck0kvvf2tX35Zfsovpl+zGj6aivxxJ+NqokHOoedvY2oV84mPypzVVjJGR0kZK3xWpauMx+SKn1ilpqkJ2X+dKfBfyQI5RMlvtWfsVEs91GXdS1cmkH5qq0/tSJ7dZzeOioZ3qgk2Q2Hd5IjRVNa/aNmcbsXVS+iQpFMn21mdochOgIpkQQgghhBBCCCGEEELIStZn2F/hnxCKUSFXquCtwPvL5TFU28a0Z6iT6yK0hd5svuWoiWfxHslxfsmLD8PXTuj95ToW1r5UisU4L9UNUSfXcD63bY8sJ1U1HKMACFlRpU7OcjK3EXuwU1tJkILP69jyP47xRd6OuN6ra9naZ0v57F6blqdxfX+3d9Wte7CH/YpT1MRumfVt1PuM7792XIZfssvWXvc7WbBT81T2eKxbcSJGBZyiMm4j4OzSLi0mHvrqx3wmlrCF9m8bSG4pfVNi9qMvGam7Lxn6TFEhu/VTvYtTFcyrymLbs/DVaaPydOHzWf8Iml0KMULZlO+f3/0GkOI/DMQ93Pi2TVUHr4M6mbQhZjU7GQ9UJBNCCCGEEEIIIYQQQghZSfQUioi8CsB3A3g+gA+jmJ55CMCLVPUREXkWgBvLNn9WVT8qIlcD+KGy3ktU9Qsicj6Ad6CYe325qh4RkXMAvAeFPvcnVPU2ETkVwHsBnAngnap688odVCwkbCkq5OVy33YuMepk36dqtZdY7gqPZ9uLSvtnhSbOVeC5irkYL+R9rv9yQGUcen+53ML1SvUpFmO8VGctZq+2oqQZzWg6q2aqC80tqn4cZXKMatglRjHnU+Ol9pNafwBGH+scZiOSi8Sof33v19sIexdvGSrfqnweofzN4ZdcVxL723BJ6X9ee9/ZzvVL3nY+b8M7+fjciG/VtqkqOZeYa7aKK6k+y6n1fbQROcYIdHz70UbAMwBTinWbyYhujCdoY3ieAXcBVlMVsls/h/9xTDsxMTWmbZcUG1JrX3I8Ak9AwbrWsS7Gp9/Fdy6GViICXGk4epqqfLtUJ3dtvl31n7rfvjZWtRPqh+Sg8EimInlKRD0Fish+AM8s//sAgEtUdUdErgdwBYD3A3g9gCtV9SvlNlsobsCXALgQwGsA/BiANwC4CsW42NsBXAngteX2RwB8BMBtAF4G4BYAvwrgYyJyq6ra67l30NyiIsV+wiVmEHjmKbPiWky5WzxfDC36PhhrsMYaiLHwD6LELNkOD+i4ybLcQeNFMjFjKXdtvxdtHK9lWgyTmqwshHdJeuJvrXlMgj0fW272CSMLTZv7qG+l0po9ZE4i1sF/XcRMitQT0VU2Cv4B4BibC+sa91lhxPTjkhqbfFgDtrmx4ptl29E0kZ+7hsiyuXDjh5mEb8sz+eSSKwlfqJ3UMSnrt1GobYum42AxyUljfncNyFRiHemKHBf5XuO1ZVvR0M4i9+Dxch0fqduF7C+6yIXYdPV4KqF+fHVj6/fAxsa63IkZR/jdbiY5Bme7CBpNB5XbDGTnbCOmnZGqAtYEDiRPj1hri2sAvBsAVHWuqtVv0hmAz4jIU1AMt35ARH5DRM4G8NUAPqeqcwCfAvAd5TZnqupnVfXzAE4ryy4AcEhVvwTg4XIm92IAtznbn7e8UyJyrYgcFpHD930l8cgJIWQ3o491/3SfrU0nhJBIRh/rgPu7OG5CyGYxylgHLMW7nftyHzchhBDSGcE5bxHZC+BSVX2biNxQll2EYib2UQBvAvB0FDfJCwBcCuB1KGZunywipwD4ZyiW9wD1wevq9UxVKznlQwDOAHA6gKNLZTVU9SYANwHAwSeIejOnucpi62grxbGlQo5JyJOiJrYSCUWUi3EMs3IJ82zmNrJIQldXMPqT06UolS1FXWjZOWArA30qvJhl4i6pqsPqk6jPgKUl76vj2oOUNiB7HAXnPscGxFmOvu2oCOtL1t1yp/5ji/KdrbJ+TcnsSazVlqr7ROX8FOwsgOnEugsPztR3XeRW18dgJeHzWTNYimUXq05M/PKvYlhdd7m+lXivaUwIfSbWfsVst2XYWcy2/G37k/AZcSLm2rRW8Fh1Qu+7O2i1d3JCfUuh6G6XKiip6k9cMDGVWCfyLbr8Pkmly+UFGdTGQxFKnBnaLnVbN9akWliEaCO0W/MkbGOOdcBSvNt3UFs/F8d8/xVtrE9SLO66VsyvLUOog2PaSMk23MYqw6Uvq46UdngCd4G1kpOMkxhF8tUofJ5OoKqfUNWDAH4dwEtR3CT/tFwSdDuAp5WzsDcA+C0A/xrAX5ebu3K66rV7qzoA4MHy78BSGSGEdAXBgJg8AAAgAElEQVRjHSFkE2CsI4RsAox1hBBCSAfEzH2eB+BCEflBAM8QketU9S3le0dRLg0C8DUiMkPhJXUPAKjqhwF8WEQuA3BRuc39InIuihvwQ2XZERG5GIW/1AFVPSoihwA8R0TeV7Z598q93AG8iuQUkV6MCtklZkKrKreUx5ZqyvJgdKiJjz3WwJZC0fI3tuvsVhy7Rl+WCjnGR9nFp8KLScpV3+/2Mol60r826uQA7jROCxVCdcThZHyAqTps+rHlStoyDnXLJGKdQMMrBqwka873Valb3evO56Fc1PX7G7tYCuJK5Vtv2x8bYmai7Viy+1rNpdIOJfVrqjzeve3Wrvdj/JLda3luKJVdtsub5U7txuG0fZITJyx1sEtIney+78adRyLai1EqV/VdUUgXAv2mCqvcya3aM4lYRyxyKH6th45Q223MfjP4IrchRhWcYzv3Gs+x7ymrvdo8140vTuVgs2JdyvefKzHjBJXq8fSlNG2qbs2hrM2VkM7XTg6F8ar+Q8u+c6uTQ8n4SBsKj+SRLVcmKwl+W6r6muq1iNwF4JCI3IniJno/gKtV9TER+QUAd5TlLynr/zcAzwBwL4qkBQBwPYBbUTwmvqIsuxHAzSgWrl5flr0LxSzyKwHcpKq+YWJCCMkCYx0hZBNgrCOEbAKMdYQQQkg3JA37q+ol5ctLPe/diuLm6pa90lPvCIosuG7Z5wBcvlR2FEU23XiazoSmZCSO8TT2TW7F+DXGeC4bKuTZdvHG1mwxZWypht3yutrNP93sUxynKo9dJV2M73G1reWFbCmP9ztHl+OpzVUnu/syN1SU9Zm0BDVzBnVyzQPVfcNVKLo+yjVP5Qgf5ZTrZOKMPdaZiuOU7RoqpazZ4pCy2Ke8XV3Hr9q10p6Hfd0NZW+HWPGwrt7eXSfGe7qGEz9mW/EX6HHzPDLUyTFN+9TEOTyPrbZX1c+BT5EVoxBMtQAciLHHus0m98mSqkL2lce00cIvuQo3Voi2uslNblVxF4SeyWJiUBslqo8RPx9OMtbFnOOp37+PLs+JtVYs90Vfytrc6uQu/Zet/of2XyZNKRTJY73hEh/rox/fweLHZO6jSk2q5xscjhkwdm/MVn23OIO1hVVuLRkPJbSyEu/N4R9sdvENHFkDJ9ZgtEvuQeVUqk8ldQC6aXK+qMR85t52aH9BOqOaQGrDfOYf1LQGM812AoOfIeuL5ToWoQHjmEFnq36MXUVKDIyxtvB9bpY9Rox1j5WEz8e+kxaR8fijnptI2esCJzaEEum5NLWqAOKe1av6MffkmN8Mod8hqT+01+dJi3ROl7YVVj8p2d9i6mYeAO9r8qVpIr222/pIaSMl8dlyHY6LjAdBs3Mn9fsP1W1zTmzEb4YpHFjuhHQuKYOzXdpmuNt2MTDOQeUh4EDytIhJtkcIIYQQQgghhBBCCCFkg1kfnYzCLzuNWfKaohq26oS2jVEeW9+GVd8RkG3Nd8qu01TIlnrPSqAXet9OvBdeVu6rYynwUpNouepknyr4uE/SPTamYH+RgpWMiqxEVBdWNnNbY+5je7Y4iXxq5jbq5JCyOCapXkoiveV98amPrdgUo1ROwTq2UFK95TpzT9xLteGY7XG+n4Q4kU2d7LtfdmFV4fbTpbVFqG+X1FWUhLQm5WGgqQrZqp9JhexLrJe6e0P8msmhQk7dLmQv0IU6uepzfRLwrS8piuA2Ys31TMzYA7kTu8U8UORW1jY9hlwPTkMm9YvZjjRFIVFJ18l4oCKZEEIIIYQQQgghhBBCyErWR5G8g7ARbki1lCshnq/c2s4lph8HCcwCx3h4+vyPd7ezWyU4M1R31nYxCaN8dWLUj3lYnDx1tWCiv3Htc5lFb5eUmA9orE6eOcrjxj7KtfM7s0qZBBH1K5FnIfUJAPfbrdTJUT7LzuWW6mOckkAuxlM47N8elsfEJAhNviaT+oxfaWEm2DP7cT7DhnHCVSfXY4OrVE5YrdDU8xhIS/BnJaa1XrufySNG2ynekqlJ+AgBkK5mGkKFnOKXHIFPhWw12eU1k3ptuvGrLxGadcsNKYXbqJNzwNUXzUn5iRPz/bv4vucuzgOfiHMjPJT7pKmaOFVZ29SDOHeSwOV2ciT1S9mWJ3CXFMn2+JA8JahIJoQQQgghhBBCCCGEELKS9Rn2V6RNDvnUv66iecvz/nK54VfsxfI5TlUqB/qZzZ2OZu7LNO/kkKfy8Vpd188z7Isco8ar6tQ1gYv/par0xo57nMkq6D2VUnjRypajPN52fI7n2+FL3vRR9uKcZFQq94OG1cfu+/Mtf7n/211UmG85ynwjrrhYyuIqZqQqj2M8jUPq4zYK41Ass1TVlheyS8gveR4RLy3M2JjFY31xk9xxzg/TV/3RhDgQ43lseTFbauIUTnZeux+5T0RjqcVSlWEkgCCP7LMvaWSXEtXQSZRL1TwhFXJMHfeadPusTomuVcVV/13aPsb41aYK6VKFjqQ9gmbnSapfcUjE2dRDO7Z/H6M63wbfgZLUDyWlfpuA4BLyQG7jfxzTTopSuI062QfVyV0Qs+qVjIf1+XljJduLwXdTfdTz/nKd/Ua5b6A4NZFejM2G201V7ibgi0ikZw8I+wcyFknwwgn2YgZaascQSOgVMxi9yezb4yYUNAZ4E6l9yuVJtjOPabDDJH0bjkQMJEt43PcE7tdZt8wIDyrXk/P540co8Z67XcwAs8WiHf+AcV8WFv59qmMNFM898TWG5IHnalA5U2wwJ5xOKvfLnVhKsapYrm8NMFeDwNYAcJvEfCm/FZhvZaRM9YuJuUBDxxYaGF5VJ8PnZg0eW/h2cehfKtZgtEVTK5scx9lmUJnjItMnZZKT3/eE6GtQ2SXHjFObAd6YdkJJ/XINKocSIJIcFNYWHEieErS2IIQQQgghhBBCCCGEELKSoef5x4FHzTsJPOroWuKsmT+RnvU6RcFsq5fDSaysRHlzY1vf+5aqOTczQ1Vt2Uz4bClSEvMt93Msx0mZuKTdTcg323JtMYrXadYXgC2RSFQpEgCASl1F7KMmSjLqVuVV0r3d7/s3dFXItXLj3PbXbT7jHLK8SFXzpq6iCNnqzIw4EbOPobZT2wuSwe4CiIkJxgqFVKuKVKVy7jZSPiPGNNIZKSrkmDoDqJCt7rv8VZKiLE5VFedOqBmy/gDC4rguLC98MNaNh5RHAX5viYzlA2ujTk7ZLlWpHOon1bYipp1q29xJ9dr0Q9pARfK0oCKZEEIIIYQQQgghhBBCyEqip1BE5FUAvhvA8wF8GMVUzEMAXqSqj4jIswDcWLb5s6r6URG5DsC/RyFSepWqHhKR8wG8A4Vm4eWqekREzgHwHhRaoZ9Q1dtE5FQA7wVwJoB3qurNmY55NymebDHlvtdWUr39RrlV33mtzraVutBVEdaVsIvXx2pJ62bB+pYKzlc3F76kU773c7FlqAitZFl9sd8x/rb3K97jdbbHURvvc9ozkvOFsOZ305XK4/FRHnus0z3Asf3FHGDd03iBpUL2qY/dmGGrja04sdj2uBFXKlW91cZxJwjadRZtHzPqV/tS3w+/Stoqj4mBQ86W51qJUa0Q8SbtRFxscBN31lcuOPUfK8rNxHyPGieqlfgulITPylUQg6VUbipCmoBAZeyxjli4SqiR+D/H3MJj7JqHJFVVPPTXkGLbmSMhWgzuvowoJ/YkYp2iu8+saTJ6F+s8s/bZ105M21Z7apRnwTq4lA9uCP/cplkKmy5zANKUym38j2Pa8SW5yp1Uj/SFQoJjTmRcRCmSRWQ/gGeW/30AwCWqeimATwK4oix/PYArVfX/UNWPlmUvAXAxgBcC+L/KsjcAuArA95avAeC15fbPK/8FgJcBuAXAswFcIyLdZUQihBAw1hFCNgPGOkLIJsBYRwghZNMRkV8Skf8tIn9hvP99InKk/Pu4iDzTV88lVhNwDYB3A7hBVZddxj4jIk9BMRP7ARE5DuA/qeo/AvgbFJrb0wH8U7nNmar62XKHTyvLLgBwnaqqiDxczuReDOAVqjoXkU8BOA/ApyP3t76HPlJUyDPjtaVC9tWJURu76mRXHTXzl89rIq9iTuD4rLkaL6XcUurODeWeVd+aeepL9RdSPsfQl1+zxT7PKxfXn9pUWGfySq3I56PcO6OPdSpyQkXsxoCaP7pDyOvYOvdjlPkhFbJb7q6EsFTIVp0YpXC1L6mq4qYxMKY9i5QVH7mwVl3kwPVV91GLB64iecuVGEVIGt37YlNf5FTGqJzMw+hj3TBYqqmRKH+jaCOV7Ulmm8NTOHfonOq1nipKTP3chhBa5mVzYl2M0DKHyHajVcipF0Ru9etUL8hc6uSU7VLVyTmUz6QpChl8Jfia88sA3grAWiFzD4BLVfUBEfkuADcB+PZVDQa/LRHZWzb6NhG5oSy7CMDbUfyUexOAp6O4SV4A4FIArwPwIwD+O4D/UfbzXWWT7pBV9XqmqtXt4iEAZ6C4cR9dKlvet2sB/P/svX+wbVdV5/sdd597z703yU0IwWBIR6SVCMQQ2/vwpU0TBJpX2umHKE+b9oW2MUQRMAr1CixRukBeWZQWQgtKAEsiDRFsUMTXimkIGojiTSsXn3ZEG/NAxU4MyU1I7j0554z3x1rr7LH2mWPPOdePvdfa+/up2nXWmWuuOdfPseaa8zvHuB4ALmnzoRgiJfhHTqdyzPWFtx1Q+whWk247kbY2i06XPtxZhNJTOkJyO4lD6X10NNcD6M0vZ5LwIouX0X1Hc+i8ePVkB+jqs1PZ3rSRzqdFMxZbd/ElEnRB4bmlqOWJPLcpAfO8TlPP5URle3I7j3PTQ4NcfbiziA2mpQTXzGHZgSesOxzPHlg3F1Hc5z7B1Y01Jk1PS59t1JHMlhyLrQMuanegUXI+/pbtx2DgZI4JNaYrcxi7hGP6ls3tw0jpBByJLYsxZFtX7svU3k0u6fa8L7rDOKXO0XUeN+0gbHMhF90pyU5QQtYBVf19EXn8nPWfMv/+IYCLY2WmuLa4FoWfJ1vRp1X1OIAPAXgRipfkH6vqQwA+BuBJInKsXPf1KHqzf6bc3AoUq2X7OjkG4L7yd2wmrYaq3qiqx1X1+GM4aYgQ0o5R2LoLHtP8AAkhBCOxdcCjmx8hIYQM2NaV+zK1dwfYuCOErDc7mPDX4AfgAhE5YX7Xt7wUPwDgv8QypYy5XwrgChH5IQBPEZEbVPXN5bpTKKcGAfgqEZkAuAKFNHoXwEOquiUi9wM4q9zmXhG5uFx/f5l2UkSuBHASwDFVPSUitwN4loi8vyzzzuiexpQKMWVxitIhRamcE2wvRdVslq2g88zmfpVxn+4sbHpKXouf3l720fU07dwp4DHFsT3GFHVyyjnpwp1GSj0pasS98syUdW+q+8DVyaOwdcXUn/R73lf1h57l+PObEmwvFEwvRYXcxjbFZkt04c7Co407i7DroLxZHl2TM2sDACYb6eqbNLc3ps5tI29s+rroYho9EA+ENB4V4yhsXT9QfbWfrh6QAbJKyuNZcm7lZTSxhqFqXn1bl3ueY/dNVyrkUD0rp0Lu+uT3zbLr74KhuJRYhXM5LHK/b0mNe8oB0taIyLeh6Ei+KpY32oRS1VeZgm8DcLuIfALFS/ReANeq6iMi8g4At5bp36+qD4rIR8uX6QTA68piXgvgZhST315apr0Rhb+OI+V6AHgnilHklwO4UVXPxPaVEEKaQltHCFkHaOsIIesAbR0hhBCShohcjuL99e2q+o/R/FO3TuPm+LmiJ6p+85QAdjb9rJm/AHB2YP3scqiM2eXDgbzefjh51KQ/dNbUG0nlFxkI+yF9CEemeRN8jFpF4UM4Ojd/Shkxn6lFelj1Fwqc5SkXY4rL/enzFZi5ZcdUnCk+U3PUit5y7/XsBnxYGxWy9ZNq1ckWm779yHS5pk5+3OE7uhpVW0WeenxDf/fE2fvSUxTmTe/9lGB7sWc1Ldhe3JbU05vZJm9fc7b1tuvi2cvdzpKiMJ+qt5uXYe3Btvu8l6r3mp1wbMAZ86Kz5VlFsufDs1r2/C+eDuRNXe5TdPJvhLZuDiKXK/DhDkrq+iIuykdyjlzW2yeb7pXn5Wl4nNZHsicu8qqMHXKKWCllt3MCbqfUHzueSUbeefmb3sopiuSYDTwTWT9bj83zBdq6GHLouOKCE+0K6VqlvvYq5Kay+mWoVZetkO3CKXdueaFyurrGj0TyeOV9B21dQx5z/BL9rhOvXPZujJIb5UeT7rvSR/JHVPWywLpLULh3euGMv2SXMU/qIoQQQgghhBBCCCGEEDKDiLwPwDNQ+FP+IooZNAcBQFV/CcBPoQhO8jYRAYDtWOf0anYkpxxVjgKiTRmTwPoEv8hWhbxl1Mk7G/P9eW4lKePCfk3P1CTR3ZLrQ3RRVL5AvbpT/CXH/Il24c94EJRieKtE3EjwbZztO7nRzq0PCqmpYWM0Vcx7ZXgKWV9lvH+2hKdC7sK/ccyH8rw8aTMN0v3E59bfNTHbNDFPnnftU/wlWzvgqZOjuLbElidOngC2uCG1dJYtGiJrzBr7QgaaH/KyXTb2qUJOqXNFmrArRe49EbuGKeLPXKFnqM5eVMixk9GnCrnNC52NgflYg70oh+u8Jsumi9hZJIyqviCy/joA1+WUeSCehRBCCCGEEEIIIYQQQsg6w25/i6ca9pY9RXJoOcUPWk15PF3enkz7+3cm8/2Jeiq+3PRuVH/N/QuH8i4KT4HnKYvtPk7WQbphhp/aqJMtGwen224137O1IDeqbUwVG1Mse9vN5on5IE5RIaf4UY7ZshQ75u1rmpp4v5K7K0I+kvuoJ4ZnA2v2rYUdCJE2KyFDndzmtHUh3PQENItyr0vWDKuk8pzqjvTma/Msx57fZX8FpQjtco4/1/x6fpGb0nV564SivSCyjd/j2PqUfVuqCrmpT91523ahUKXKdfWhseuC3O9bsnyW3YTqn67dVqR0NscCbdj1NqieyWM7kkNB9YBwp0euO4vcDuGczpo2nSGL7jxJ6TjxjJs3PTzkNmPlOpo76kzyOphJmNC92DToZBv3C3nB9poH3/Q6mEPb5g+gNXeFEUrLDY63DKpBse2abZpvx4p0xwYeMHmW2alsN2zTZ9ZF5/FwLvea0ufH+6I6Z5veUAPqPLYmoOvXvHdo3qnKOYVd7Wusf6GLy9Om87gpdH2xePq8zl24rQAGFkCv6XZN3x3r2GHMDlTSHexIHh90bUEIIYQQQgghhBBCCCFkLqujmRG0Vx/nbp+iVA6V7aiTrQr5zKanPJ6vnvMDYcWncucEo+pq6rWn5IvRps4UhV1suxSqc5UUrGoVJB0dT3UnYRRinve40YqpZdMCzMVtRiyYXooKuR78s1ng0NztUmxQznlLsU3+jI7hufrxcO1haHi6xW5nqZM3MoLxzasoZ39zt6OAhxCf6vnoytQtSoXsiRGHYrLb2J3tmb+kHxTN1N1tAuWFGK0KOUURnKtC7lpl3OdDNBRjk4LnfmlRNL0O66g6XyxUJI8LKpIJIYQQQgghhBBCCCGEzGVMw1fzOQDsCeKM3+HawIZNP8ssb878nbdsy/AUyaH6M/0i26B6KcGgKjVgSrCqXJVeqP6uAnTlsKhRqjS/yHkB+WK0ObZBqpkddbJlskF5SxMUUnu2K7x7qE9fvzkqY6+MLdfvu6dU9uzafqVwu6B66efKo6ndy51x0dR+WNuR6y/Zq7/pjA/LxJnFEFUnb7Ro0vSpQiYN6SL6FGnOgHwtx0h5DldN6NR1068Lv8fWNvLRzUPRTCiZu03suqRc+8GokL38bQLvNb1xl/1N00X9bNCQ5WFn3JJxQEUyIYQQQgghhBBCCCGEkLmsztDTBoBHm+WKHEXyWc76s510bzmkYDbr1azfMvtk/SJ7yuKYMi9HVTybbvGUgeG83dxGITVg3yrkSj2XqzxOyVOp/TylX1cs059Q0vHY4Spzq2xvc9SxCbuQmn2o8J7DHH+8aX7S83wkV3l8H8pxf8me/Qrlyff7njsrY76f+DY+p8N5l/ua9tTJ9TxhG7iX7tgAjx3HNmwctArqKbtV/g0rk0rwl2yFR32eZiqYSWv6vIk6dvCb+RhmHVqKMHqVn7EcpXDXvnO9/Vi2EHNVaKpIzhXQxu6hXtXGli6Ux/Pyx7brouxVwzveVTaqHrFrv273Rv8oZOnfPCSP1blaEwDnmuUKzxVFrCPZ63T2Oow99xdl/pTO461Js85jINyJktvBmDZVO9bp0TzQVFPaGJ1FdMJ608ctuYH8hkJ2J3lmhxLZj+JAlmuLnA7RnO1m88SC3Hkdw7EgfbPpsXJS3GOk1BPrYO6j8zgWRLEPm941Oa4tcgNxeh3MCJZj8zq9Wbmz9XMCgXmdY/z2WDGW4f6haadymw7jatvMY7SdUt7jHioy5Tmx27H/o6CPzuMqP11V9EuOJ5/cT4aFdQ6HWHaHcZsgfLnlDJEu3ktdN1zGei4JIZZk1xYi8goRuU1ELhCRT4nIJ0TkwyJypFz/TSLyeyLycRH5V2XareXvT0TkN8q0y8pyPikil5dpF4nIx8pyn12mnSMiv1Xme2H3h04IIfuhrSOErAO0dYSQdYC2jhBChs8OJvw1+C2LpLF6EdkE8NTy3y8DuEpVd0XktQCuAfABAK8B8FxVfajaTlWfUW7/YwAeKJNfD+AFKGLlvA3AcwG8utz+JICPALgFwIsBvA/ArwH4uIjcrKpb7k6mKJJtekh9vBlZP5uekL9SIqeokM9kqpBDCkBfDdc+2N0ySFFF5pbT9XbdqKr7uyZ9uNMIkesgf3LASCoGohoag60rgu3td23hu6mZ79Kh6Xaz2/rBPYvlFOVvUxVybj0pgfdygvqlqI29+ut50l36tLEZOc/qomztUkg5NKv8CuUfqRJyDLZufCxTnezdcLn71LGbC4+YojJXxe8dWhfNn65NWpsJaF3MtvYucVN3FV6AvYFMtBuVrUs9Z0tVGM8SU5d2rTz2tm2jPB5rgD1Lyjtg6HRxr3SlgM/JM6ZzPFwK1xYj+oYgyYrk6wC8GwBUdUdVq4DpEwCfE5EnoOg+/XUR+Q0RuXBm+/8dwG+Wy+er6hdU9W8x7fq9HMDtqvoggAdE5BwAVwK4RVV3AHwGwKWzOyUi14vICRE5cfdXEo+EEEJ8Bm/r7r+bDRZCSGsGb+uAe7s7WkLIujJIWwfM2ru7uzlaQgghZAFEJQYichDA1ar6VhF5XZn2NBQjsacB/ByAJ6N4SV4O4GoAPwHgR8q8XwVAVbV6Q9rO62p5oqrV+Or9AB4F4DwAp2bSaqjqjQBuBIDjl4jiWLnCUyHbow2pjDN8Hs/LE/KHnKtC9hRzscBUKao7i6c2iynWctWni/LtOUR1cO65aornZ3lR9W9kyk+GNuo4Flv3xOPn6JkB+kj27ddG0vrZPLnK5zMBH8m5fplTlMoxf/Te+cxVfsfK8+jieV+UCrlNwE0beG9rp0f5b2gXYyplYNBK5bHYOpFvHJTubti0CcaXsm3ohm7hL9kLwhcaJ/V2KaXJ4Smbc06RV0+K+Qqdtlwf6zl5UtTGKeWFVMYjDLA3ZFsHzNq74zospfEsXfsu7loh2pWf46Y396JEHn1Ov/DIbeh0wTJUyN70itT1pA0KWVifBemGFEXytQDeaxNU9dOqehzAhwC8CMVL8o/LKUEfA/Akk/25mI7kAsV0oNll2zw5BuC+8ndsJo0QQvqCto4Qsg7Q1hFC1gHaOkIIIaQHUsbFLwVwhYj8EICniMgNqvrmct0plFODAHyViEwAXAHg82b77wTww+b/e0XkYhQv4PvLtJMiciUK/1LHVPWUiNwO4Fki8v6yzDujR1JNMkpRJIfUxJ4KOcEX8rbJc2Zz2j+/tVmsiCmJZ/NYxVzKtiF/p03VxrMsSjkaU8H14ee5T+XzopXIXZ0TT9kco039NX/Jy2MUtm4XB6I+kr1nKeYjOWe72eWYT+Ecf8op5Xl5UpTPuWrrmJI7x//x/vT5KuQ+7UjfyuNFvTsOTAqVyK6XYbtjGbB3WG2UyotlFLZu3CzDX3JFivTW2z/vBj2YuD4Rq7y0z031bKWIveyhtVEnx/J6hPYbyLv03n6nXJLQOfLK88pIEdhVZcYUy7P109aNyNZ17a84pYw2vmlzVKkp+5JbTg5NH4Rl+DzuSu3cxT42vW+6ViHPKzO2Hckl97uELJfo1VLVV1XLInIbgNtF5BMoXqL3ArhWVR8RkXcAuLVM//4y/zEA56nqXabI1wK4GcXEtpeWaW8EcBOAI+V6AHgnilHklwO4UVXPzN3RCYBHm+XQEW466aGOZK9T2WwX6zwGpp3AWy0C6aV0ukynW+cFgLJ03amaYgy6dqFRr394bi66wgbQyzG6KYH3mh5z0w7oNnV2yVhsnUIQc22R4l4h1iHqlZ3iliJWT25nrzeYFiqz6f7l7ldu53HKuY2V59Fnw2sIz2bFZGNqY3Zy3GJspMypTyD2rdCmg3mBjMXWka7xejhzOpVzOp0TCXUqe89SrsuY2DObMuDTxTObst+5TahQ/pQOY0tKcLztmb+p2w2A9bN1OR1ai3IF4ZXRZ3C8Zbu5SCE24rSokRhrhBbVIdpVx/Si3FzE8hKynmQ1j1T1qnLx6sC6m1G8XG3aKQDfOpN2EsBVM2lfBPDMwLbX5OwfIYR0AW0dIWQdoK0jhKwDtHWEEDJcFDIo8QqJMwBtTEdMMPVGZY8qRZG8GUhz3FbYmD5eAL3QFG5PhZwSDMrLY2k+3br9NOxculZHD0l5PBQn8W0C7y3DtQVJx75oU5TClpB9aKOszXFFkRs8r2lAvqYK49Q8MeWzJUeF7B3DoujTXdDO7orYhpjQ0hOr2MMfsHqPkObq5JQyEqjUyW1cPlhiLidy4wymBP7LMXde2V55MZ7yNocAACAASURBVNcRXSiPvXKWLeBcS3IVkDkXYFGuIPpwm9GFq4FluLlYdj3LVD6n0PS69alC9vJTndw17EgeHynB9gghhBBCCCGEEEIIIYSsMSujSL7jTtwjV+GueM4u2boAwD3l8mKrLjD1LwXWz/r7qP9reihzZfj8Hffd8wL5jQXbupW911g/619m/bR1c/mze4An0tatY/3Wb3JMKdtH/ctjVeunrYtyxz2ALNLereq9xvrHUf8Q9qGP+mnrWjCUmd0kjZXpSFbVxyy6ThE5oarHF10v62f9rH99oa1j/ax/vepfV2jrWD/rX6/615lF27tlX2vWv971D2Efll0/IWNnZTqSCSGEEEIIIYQQQggh46DwkcyuyTFBH8mEEEIIIYQQQgghhBBC5sJu/3bcyPpZP+sna8CyrzXrZ/3rXD9ZHMu+1qyf9a9z/WRxLPtas/71rh9Y/j4su35iKBTJ9JE8JkRV47kIIYQQQgghhBBCCCGkI846/g36pBPvWvZujJI75Ko7luHvm64tCCGEEEIIIYQQQgghhMyFri0IIYQQQgghhBBCCCELha4txsfaK5JF5FtE5FMi8gci8iYROSgit4vIgyLydSbfnSJya/l7cpn2zDLvx0Xk4jLtMhG5TUQ+KSKXl2kXicjHynqe3bD+bxKR3yvr+leLrF9EHmuO/S9E5OeXcPxvLMv8AxH5+iXU/+qy3P8sImf1WP/Xlsu/LyLvFZFJme/7ynwfEZFjS6j/N0XkPrt9F/WTxZFxr9PW0dbR1tHWjZaMe522bgVtXeY+0N7R3o2WjPt8JW1d6j7ICtu7jPpp62jrCOkWVV3rH4DHAjhcLv8nAN8I4EIAvwLg60y+2wLbfhzAOQC+BcBby7QPAfgnAB4H4DfLtLcA+OcAzgZwa8P6/zOAo8uq3+R/M4BnL7J+AOcD+Fi5/K0A3rTg+r8awG+Xy98N4IYe6/8XAM4r/38DgH8N4CCAP0Axg+B7Afxfi6zfnIP/UF37rurnj7YuUD9tndLWgbaOv4a/lHu9XEdbp6tn6zL2gfaO9m7Uv5T7vFy3krYuZx9M/pWyd4n109bR1g3+d/ibv0Ev00/z1+AH4MQyrtnaK5JV9Uuqerr8dxvAjqr+QyDr+eXo1ttF5LCIHAXwsKo+oKp/BODJVT5V/YKq/i2Ac8u0ywHcrqoPAnhARM7JqV9EngDgMIBfF5HfEJELF1n/DE8HcOuC638QwD+Wo4rnlcuLrP8SAH9eLv8pgCt7rP8fVfU+uz8Angjgs6q6DeAWAP/rguuHqv69PSFd1U8WB20dbR1tHW3dOkBbt962LmMfaO9o70bNutu6zHNQsVL2jraOto6QZbH2HckV5fSFC1T1z50sV6nq0wHcBeB6AI8CcMqsr5y62HNaLU9UiyEtAPeX2+bUfyGASwE8H8DbAfzEguuv8hwHcLJ8ESysflXdAvBXAO4E8FYA71pk/QD+B4CnicgGgGeW2/dav4hcBODZAD6KotFxamb7RdYfotP6yeKgraOt8+oHbV0I2rqRQlu33rYutg+gvQtBezdC1t3WJexDlWdl7R1tHW3d+BHsYIO/Br9lwY5kACJyPoBfAPADXh5Vvbdc/BCAywB8GcAxk2V35q9d3jFpxwDcZ/5Pqf9+AH+sqg8B+BiAJy24/ornAfhgubyw+kXkSSjO+RNRNETesMj6VfVuAO9BMYr69QD+oc/6RWQTwLsBvLhs7Nxn6qq2X2T9ITqrnywO2jraunn109YFoa0bIbR1623rUvaB9i4I7d3IWHdbl7gPFStp72jraOsIWQbL68IeCOXo3HtQ+Ov5kpPnEABR1TMofBv9tao+JCJHRORsFNMhqhHAe6Vw2L6L4uUJACdF5EoAJwEcU9VTpuxo/QA+B+CryikxVwD4/ILrr3gOgJ8GgAXXLwDuU9VdEbkHwLmLPn5VfQeAd4jI9wO4o+f6bwTwNjOq/JcALiuv/7MB/OGC6w+dj07qJ4uDto62LuX4aev2nQ/aupFBW7feti7nHNDe7TsftHcjYt1tXcY+VKycvaOto61bFRSCnT1hOBkFOgDn2sv8AXgBgLsB3Fr+rgTwfgB/B+CTAJ6LYlrOfwPw+wB+E8A55bbPBnA7Cmftl5RplwO4rdz2ijLtYhSjsLcDeE5u/WW+f4PCUf0nAHztEuq/FMCvz2y7yPrfVh7/7QCetoT6PwDgvwJ4E4ADPdf/gPn/eWW+awF8CsBvo2iALLr+t6CYGvXfAFzfVf380daBto62jraOvw5/Kfc6aOuAFbV1mftAe0d7N9pfyn2OFbZ1mfuwkvYuo37aOtq6Qf82v/nJ+k/1z/hr8MOSgu1J+YAQQgghhBBCCCGEEELIQjh8/Cl68Yn3L3s3Rslfy2V3qOrxRde79q4tCCGEEEIIIYQQQgghi0Uh2KZri1HBYHuEEEIIIYQQQgghhBBC5kJFMiGEEEIIIYQQQgghZKEUwfbYNTkmqEgmhBBCCCGEEEIIIYQQMhd2+xNCCCGEEEIIIYQQQhbODn0kjwp2JBNCCCGEEEIIIYQQQhZK4dqCHcljgq4tCCGEEEIIIYQQQgghhMyFimRCCCGEEEIIIYQQQshCUQh2dqlIHhNUJBNCCCGEEEIIIYQQQgiZCxXJhBBCCCGEEEIIIYSQxaLA9jYVyWOCimSyEoiIisjXLXs/CCGkS2jbCCHrAG0dIWRdoL0jhIwddiSTThGRvxGRLRG5YCb9T8uX5uM7qONWEbmuxfabIvImEfk7EfmyiLxNRA623S9CyOoyEtt2mYj8rojcIyIaWH++iHxIRL4iIneJyL9tt8eEkFVjRWzdy0TkhIicEZFfabWzhJCVZez2rvymfVfZpntARP5ERL697T4TsmhUBTvbG/w1+C0LdiSTPvg8gBdU/4jINwI4srzd2cerARwHcBmAJwL4ZwBes9Q9IoSMgaHbtkcAvB/ADzjr3wpgC8CFAL4PwC+KyFMWtG+EkPEwdlv3dwB+GsAvL2yPCCFjZcz2bgPAFwBcDeBcAD8J4P1ddIATQsg82JFM+uBXAbzQ/P/vANxkM4jIuSJyk4jcXY6ivkZEDpTrvl9EbhORny0Vw5+vRldF5A0A/gWAXxCRB0XkF0yxzxaRz5XbvFVExNm/fw3gLap6r6reDeAtAF7UzaETQlaYQds2Vb1TVd8F4P+dXSciZwH4bgA/qaoPquptAD4M4NrGZ4MQsqqM1taV6z+oqr8B4B+bngBCyNowWnunql9R1f+gqn+jqruq+hEUHePf3OJ8ELJwCkXyhL8Gv2XBjmTSB38I4JiIPElEJgC+F8B7ZvL8RxQjp09AMYr6QgD/3qz/FgB3ArgAwBsBvEtERFV/AsAfAHiZqp6tqi8z21wD4H8B8FQA3wPgf3P2T8qf/f9iETk3+0gJIevE0G3bPJ4IYEdV/9KkfQYAFcmEkFnGbOsIISSHlbF3InIhivZecJCNkMGiWHqH7Fh/y4IdyaQvqtHdfwngvwP422qFeUn/uKo+oKp/A+DnUFfG3aWq71DVHQDvBvDVKKZjz+NnVPU+Vf3/AHwcwBVOvv8C4AYReYyIPBbAj5TpR3MOkBCylgzZts3jbAD3z6TdD+CcBmURQlafsdo6QgjJZfT2Top4P/8JwLtV9b+3KYsQQmIszzszWXV+FcDvA/hazEwPQjFaewjAXSbtLgCPM/9/qVpQ1YfK2T5nR+r8kll+aE7+NwA4D8CfAjgD4B0AvgnA/4yUTwghQ7Zt83gQwLGZtGMAHmhQFiFk9RmrrSOEkFxGbe9KNxu/iiIOxssi2QkZHKqC7UeWp64l+VCRTHpBVe9C4aPpOwB8cGb1PSgCB3yNSbsEZvQ3VnzLfXtYVV+mqo9T1Seg8KF3RzmKTAghLkO2bRH+EsCGiHy9SXsqOP2REBJgxLaOEEKyGLO9K30rvwuFAvq7VfWRPusjhBCAimTSLz8A4FGq+hUR2bvXVHVHRN4P4A0i8kIA5wN4BYCfTSz3H1D4qGqEiDwOxUv971H4tPpJ+JG/CSFklqHaNgGwiUI5AxE5XOyWnin39YMAXici16GYQvlcAP+8aX2EkJVndLau/H8DxTfOBMCkXL+tqttN6ySErDyjtHcAfhHAkwA8W1UfbloPIctFsLvDrskxQUUy6Q1V/WtVPeGsfjmArwD4HwBuA/BeAL+cWPSbATy/jHL7lga79k8BfKqs/90AXq2qH21QDiFkDRmwbfsaAA9jqjJ+GEXwl4ofBnAEhRuf9wF4iapSkUwICTJiW/eaMu3VAP7Pcvk1DeohhKwJY7R3IvI1AH4QhTjgSyLyYPn7vgb1EEJIMqLK2WWEEEIIIYQQQgghhJDFIZd/s+Ijf7Ts3RgnX3PwDlU9vuhqqR8nhBBCCCGEEEIIIYQsFhVgm8H2xgRdWxBCCCGEEEIIIYQQQgiZCxXJhBBCCCGEEEIIIYSQxaIAtmXZe0EyoCKZEEIIIYQQQgghhBBCyFxWRpF88IJz9fDjLwQA7Dr947uwoxzTZS2XNZC2b1md5d1w+l49u84IixfrUDOXm5bdJr1PZObvvOXQdql5Ynk93LIDJ8stO35iJVSeU6aX1y3DrTQna/c3x/Ydn71HVR/TecErwoELzteNxz8OgG+bdnenNlB3nYeiSvdsyq6TnptHE9fP4tXj5cmh69t2GQPoQxq0H3rM3jb718WxeWX8wx20dXM464Ij+qjHHwPgt8ksKel2OdRWtGlJbcKE5bztLPGH3DvmtnlzSWkL9Fl/CsusP6Xu7P2LnPL6t0jzPF3Ug5N/QlsX4ZwLNvWCx58FYGqHrD1KWfbsW2g5La+1TfE6Q+3QWhvUtE1btQmbfv9a+jQHOd+f89JT14+NrtqMOeUsqh14J9t1rdhe9g6QHFamI/nw4y/E8RNvAQBsY+qoewubZvnQ3nIoz45JO2O2s+lbu6YM4xB867TJH0q3zsNry+btYB8eb/kRs7wTyOM9gF2lp65vwkZgOZQ2b9li/bUfTKgzp+wN562ysZOWBuDAJHwSNw6G80+cckLpk434BdpwyvOYHMjLHywD8TL+Xp5wV+uKVpiDj78IX33iAwBm7JuxTWeMPdo6fcgsT9P37NBpc5OfNhU9bJbtZTvtLNtbLrRtin3zyvPsnqWpzcq1ZV2/NXPK6/ONnRLfor0JSKOL90tX76im5TwSz4KfFdq6OZz/+HPwYyeeD6DeDktpq9XzHDLp04eoahOecdqJXj1eWzJUts1j19falQnlWXYCD2sobZbtpId8PfDObV4Zzc5nynY7u+llbzvBiXa248e4kxDYKJZn+5F4GbuPPZu2LsJjHn8U//eJqwEAD+EoAOBhHNlbX6XNLnt5rN17OLDtQ2a70HqgbptSyj6ztb+9+fCD0/Uw7VGcNt+/tu1nyWn7ee1KS+5j30X7zHs8cr5Lc9aPjWW091LaZ5actu+3sl1H1odVM0eEEEIIIYQQQgghhJCho6AieWSsTEfyAeziELbK/6yiZDqM5KkhqzxWJTAxd3It3agyrbrDqkJTRviXSooyb4gPcso+eXe0HX30RoG7JqD4XYYKuWvlcYqqmPSHQLGxZ7OMfTPXzd4Lk42pPbL3325lp6y6fsMoROxzYi+5p9gfk81os69dHGfsvHl2rCuVTQg+1lP6VCGTZARaa4uFiK0HsGcvgboStXqX2TImjqrZy+OpfO17cplK4LGqkDccg9TV8VTXs40yeVK7r7o9z/Z9nqNOrpVh2gGeOjnl26XKM/hvm5FTfMeeATC9n3YcW+PNvvDyTGrfwsV9seF8H1f7MK8MS+NvAs90585Aazoj1yOnXevl7bN3pU09i+r1yTnnue3dWBkp29nvm5R2W/UYsJ3cL+xIHh0MtkcIIYQQQgghhBBCCCFkLiujSAamo6wTR0ViPDPV/D6FtrPsOKqDjdpIfvhUVgrA3WWM5KeM6ixj5CdHHdz3CG9VfsqIaMf1d6FCLtL3X8QUFXKKz+McpQGVyosjpqSr2SazbO+5rZ1y2domT21szVfuaH/stuhaHZyrSlmUitSek0WomuflHyLL9otMFfLgECg2y5lmZ5w8m3sz0fw8ITUeEFaRThyVnqeE9dTOXdO14tXb1xSFd594SuTY+qZK5fr9sBgj2aeSeRnYdkWKv2QSxtq76l70VcjTe7VpnpQyPNtpn8OpBa63PW16lKYqZLvcxwy0ECkqZK9O+3h438Kx79IxENr3ruKRLPMVZa8fP3m7R8E29cigIpkQQgghhBBCCCGEEELIXMY83lXD8xvqqRdq6r3AdvW8Cf7zHJ+ke6PznkI0IapyJ+Sqk8c6IpQyCtw1EfWv5xfZ0qcKmcrj1aLwG1pcg7oarpm/5F2T1soeeWqMSSAtF3vL5ahOUmzakG7nSpWS4gs5119yji/mPulDTdK0TKqQB421dSnK45z2HjC1mYtSFfdBSNHqqXNTji2WZ9mKZQ97DZehTl6mv2Tb9tumH+PRItC5PpLtPen5SLZ5zpiZtyF/yJ7C2JuVkZInyraJw5H7XdpUkeyVZ8lpW6WokD3zYU/Voh7VobzSuoqpkhNjpA9/yaQ/FMP6JiNRkhXJIvIKEblNRC4QkU+JyCdE5MMickREHisit5a/vxCRny+3eX+Z7zYRubRMu6z8/5MicnmZdpGIfKws99ll2jki8ltlvhf2cfCEEDILbR0hZB2grSOErAO0dYQQQki3JI1TicgmgKeW/34ZwFWquisirwVwjap+AMAzyrxvBvCRMu/3qeojInI1gB8B8FIArwfwAgC7AN4G4LkAXg3gNQBOltveAuDFAN4H4NcAfFxEblZV1+WSVa54fpHtfzuR0dmdiIIFqKsEXP95pe+wrR3nVG/odNmO1PaJN6qbothb1Ahqjo+oXD/GOT6aO8b6kutChQyElchdqZBjeYaqTmrKGGydxfNfl+Mvec9XMgBYdfKGsUeez+OuFAYhUpQBOT6SLcsY8fbq9HzmVXi+lXP9x8V81vXpg74PFq1CXjHGYOusQm8Lm3vpKcpj2ybz1HOxuBoxJXOxHN421IYcm9o5RMoxLLtdMCZ18qL8Jdv2oxfTZVKL+7I6yuYx2DoAOIDdDB/J0+Uzxjba+9bO4qgrlYv8KQrjhT3L3qyz3OV5aU3IaeO2ibWzxO/SpdCV/+OQStyrp2t1Mv0l9wPb6KMitXV0HYB3A3idqs52K35uJu/TAbwSAFS1egzPRvGCBYDzVfULACAi55ZplwO4QVVVRB4QkXMAXAngpaq6IyKfAXApgM/aikTkegDXA8CRSx4dnQIZ+1hI+VCw1Kb8OJ01WY2xXIPXdGpPCp5RDKUvo73ZpkMltr9tOlcSgtyFWHbncVqn8lpY98HbuoOXPHbvWqTYppibC+t6ZXdm6G0wNJ2ymBvAZSjEOpfn0fRjpo3dW9Q5XPa16mLa43A+OAZv6x59yRHTLvMcWoQFAkN3V+HZbm/6emzbNu4susbWuex2w1A6lbvqJI65ueiTEXc0D9LWlWXs2bvHXnIQh/Y6kue7trCdx5vGNqa4udjcG5yzQefjnceddzZ37UYg1z1jyiB9F64Tmrq56HugP4YVujUlVyDXpzilz7IJWVOiri1E5CCAq1X1YybtaSJyAsAzAXzepB8HcFJVt8v/D4nIbQD+I4A/DNRZLU9UtbJY9wN4FIDzAJyaSauhqjeq6nFVPb75mGPRgyWEEI+x2LrJY85reaSEkHVmLLbu2GM2Z1cTQkgyQ7Z1QN3enfeY4Q14EULIwlAUnfz85f8SEJFfFpH/KSJ/5qwXEXmLiPyViJwUkX8WKzPlrXUtgPfaBFX9NIDjIvJKAC8C8KZy1fMAfNDk2wJwlYh8M4DXoZgCtGuKqpbtuNwxAPeVv2MATps0l2JKUDHKesaZAumrVSrXFvFp4t7UxRg11d+iRvJTpgF5ir2UaSKh7fo8tFwVck6brIeR3+qap7izsOSokIG4ErlrFbI3rXgFGIWtE4QDhCYFmnJmTkwzWDcX5kGwz4R9xr1nxabnqE6azsSw5KqQl6FMiAVoyXWD0dT9xVCVx13X2aaM1VIhV4zE1umeQi/mmqxYjrfbYoGWXVdmCe/RporXRZHSZl3lYLqhd2TuNWuqTk5xYdGFmwsG3tvHKGwdUNi7zZlge/b+DKmKbd75+aczdSs3QYdqs3fDgfk89xeN8d7FKd+rseWUtl8bYsH2PHK+p7siVnYXauMU2rjvbBo4uqt2alM3F6Q5VUcy6YtfAfALAG5y1n87gK8vf98C4BfLvy4pwfYuBfASEfkdAE8RkRvMulMAHjb/PwfAR4G9Xu2DgXz3isjFInIRilFaADgpIleKyFkAjqnqKQC3A3iWiEwAXAHgzoR9JYSQptDWEULWAdo6Qsg6QFtHCCFk7VHV3wdw75wszwVwkxb8IYDzROSr55UZHQ9T1VdVy+UUn9tF5BMoRmLvRTHaCyki2t6lqtXLdhPA74iIohhjeGmZ/loAN6MQ1lVpb0TRO36kXA8A70QxivxyADeqqucgb49Q0LwUVUoo4EqOkhmI+yG11IJbWbYdBWDKaOaiRnBiSrZlBuYD8kd4q1HGJQQ3sOrkLlTIbYLnpfg4C6l5UursM4BMl4zF1tVVeh6Oei9gpzaPTMt62AYFbRN4z1Ll92Y8bDjLKUrQHBvYlY3s2q9fDHuMnn1tqk721i9bEUAVcq+MydZ1ERAvpjL2yvPIDcwcegf2GWStjV/kFLVs031Ztr/kEG18KLfxnbxMUgLvNcXOwNt+ZPltv7HYOqDetgsFxIsFz5vN76mJD+3N3p2vWC7yWtVy2C9zzddyrY0ZmvW2P6kXUr4Lm7anuvKR7NHnd+milMg5dXftR7mP/pPqWiy6/b9uUJG8bB4H4Avm/y+WaX/vbZBl3lT1qnLx6sC6OwE83/x/GmUU3Jl8JwFcNZP2RRS+qmzaKQDX5OwfIYR0AW0dIWQdoK0jhKwDtHWEEEJWlAtK3/8VN6rqjZllhEZ15o4+jWcIPUKhXCmGF3NVKSE/ea387gX8kNoIx66/ZM+XUMpoauxKdj3C02a01+KN7jX1RZXLEpTIMXJ9IceUQrkq5JgP5Fxl0ir7XFwG1tZ1Yaesr+SabaopkhP8JR82y6fN8kYgb4oawFM+W3LsWleK26bKhK5tTdfq5GWzbBVyF9DUdU5TP8Y59tCWZ+d65CqfY2relBgb3ns5R7U8JKVs09lO9TL6U297+9GnOrkrf8lVm3Bnt/tzYtWkO/S1vBDsDIxZX8lAXRFs7zdPHeypiav73FMs+3Z0O5q/VudGsS+HDpv9Oz3dPxx0lKj28TkdztIJKW2y0KOcEhtkiG2sodLGjzJZLahIbsM9qnq8ZRlfBPBPzP8XA/i7eRusjKnronOls+mSgenjIRcXwBw3FxvOpbEP2MRJD5aXkTeX3E5ly1Dap14DwG0w7ASXbUdcNcWv7sIi7M6ii87jrt1WzCszdf08xuLyYmh4072b2il7H/bi5mKjQV6gGztlb7GxdvINvQO4DV29i7oop+mUxbHeVyOg3q5rFkgPSLOH0zK677COubbIDdi3qI7VIQ4CL+rYVwEG3hsXRbC9og1WDUYkuZPwOnKd4HzVtrluK3I7nqv7b+J8L+FwQoPGChTse76LDuaU9lQ0aF1C3mW327pwZ5EQKD5Irt3JdX8REp2F1rfNU5ETgI+Q8fFhAC8TkZtRBNm7X1VdtxbA8s0bIYQQQgghhBBCCCFkHaEiuTdE5H0oXDZdICJfROHT/yAAqOovAfh/AHwHgL8C8BCAfx8rc2U6kouR3Ggsg2TqAUKaTx/fS3OmibVyc2FHw2KjcosiZcTPIzS6N6Q7dEFBCnJdWITVyXluK9oE6mvKENVOY8CqViw7CfYoOK074IoHmJmOWLNNCW4uQiqNnLzz8ufQp2LAmxa5DJVC10FjhmR3+4Qq5EHTxmVZTrstt41ng5laYmrmelreQ0Yl7mJZxyB8OdD1RfccwK4JtlfYmFy3FTVFcERB3MptRYKC+dCB8lg2pnnrszmdtmQKIaVyiko5t54cRXKb9KHQVHmcUl4bOxFzf9GV8nhIQafXEQWV3j2iqi+IrLeBZZM40GqPCCGEEEIIIYQQQgghhKw8Qx8bSybFl15esL3mfvesVjDk+9b6S95+xCr9nJE7b4Qs5HM0d8TNG/lpoyzOKc+yoqKGFL/IbVTIIfVxn8rjFJ/LpD88ld6hgEp5HpVSKuTTvVg2Myc2p4qT+syJDH/JK/O2iTDAAJ5Lpw+T0bRMqh1GRcgffNf+klP8Itf3ycvfrZHLUba2UdCOlTEE4euCPo/TvvN3ttflJT1cpsH2ivbcllH+5vg/3p/flnNmX147y22rpnBuHnhv75vc3GNu4L3Dpi3Z1P9xLOBzKjn52/hZ7tqUZO33EqZVeXWOdUYD/SV3j4Iz/kYGFcmEEEIIIYQQQgghhBBC5rJSw88xX3oxP3ieb6l8v3v7laZWxWAVqhsHrdJhyq5RA2Lb8SNlN5gE0vrw9RMrZwx3lB1FDKkla8vGL5MTedj6ubbXc9JwxLcLFXKOP+X5+zL/gnvKZ8u6qKMWSY5Kz7NllYrFKpw8f8n2vt5K8XHn+UCuiKmXZ5c9le+6ieOH6sd4Uddh2de7C6XEso9hRAg0OGOsK3/Jla9jT1Fn6cYXc5695rsznaH6kK6us6co72K/7ayind3hHDvJ4wB29ymRDxm18ZkEBXGO7+SYkrioJ6x2zlEw12ZfOt9RtUajVSc3fV8ejmdxadq2Stlu2Y/nMpTIMXL9KNNf8uqi4LkeGUP6FG1FMd27XeeKN0281gnslGEnlUcDWpmOYftSdd1c1DqVEwLvLZNlGADbYOg6WFeP1FwKNOw8BsKNQq+MenrexUrpNO5yOxImt3MlhxodTwAAIABJREFUPoAWdrHSuZuLlGeziymI69II8TqVnW8zN/BerOxl08W+tHk/svN4aaS4LGvj5qKLsr3Ae4tisvcuGGAjZ0l4bZ4uzhE7+tOpDUAvcT/Ggqji0JmifXVos7ArKZ23XmeztVOhbT1XGTluK2aXQx3PVdA9oB54r9aWNMdTb7iYdqX3rfcw2tN1b8i6mIau3VU07VQOdSgvErq0I2vKynQkE0IIIYQQQgghhBBCRgIVyaNjZTqSu1DpeYqTtDLm1+kp/Sy10fsd59LEplpwKsZCSHFnUS17AfY8clTIs/lzyvDKy9m/NlBB1QyBBgPr7SQo6UK2ySpIenFzEUrz3FaccfLkzL4Y4kyNoTJUVxldsGwVMumEmMuydm4u9pddC5bslBHav5R98crIpdfgayt888eOjW2SMFVbdmesQbFGgiiwsbMLwAbbmx8wr8gzVRNbGxRzP+F957ZRPgeD7dm0jfC30zYy1cmWI+XfXGXyUG/nmLo1KcCfxvPkkOsSI5Q/1350oXbu2s0F+1X6hR3JoyM52J6IvEJEbhORC0TkUyLyCRH5sIgcEZHHisit5e8vROTny21+S0T+QET+q4hcXKZdVpbzSRG5vEy7SEQ+Vpb77DLtnHL7T4rIC/s4eEIImYW2jhCyDtDWEULWAdo6QgghpFuSNEgisgngqeW/XwZwlaruishrAVyjqh8A8Iwy75sBfKTM+yOq+nkR+ZcAfgzAKwG8HsALAOwCeBuA5wJ4NYDXADhZbnsLgBcDeB+AXwPwcRG5WVVdN1ueSs9jJ6DS89QssUAts+mTwDBnTbXi+Eu2WMVrUuC9agTTGzRMGXFrOgrUZvRoiCq4hAB7y6CpCjnXR3GOIqmNMmqIyqex2LrQLIpDNTnvFBvkJzYTw5axc8AGCA37S3Z9uVt/yVWypzBGQrrFC9TXNi8ZDqugSBj4MYzH1gVUbR35Sw7PRovHLkhRO8doU4YXuI0sljH5S7bfHdtrpiweg60DANkFDp0uls9slnZvMt//MFC3GX6wvf3l2DJStttwlmMKZqtedgPvGRqrk4+Y5YG/f/cxlNlzfX7n5vo/zio7EoAP6GbGNmd99w/P66hIVSRfB+DdAKCqO6q6W6ZPAHxuJu/TAdxa5v18mbaN6Wf8+ar6BVX9WwDnlmmXA7hdVR8E8ICInAPgSgC3qOoOgM8AuDTnwAghpAG0dYSQdYC2jhCyDtDWEUIIIR0TlTWIyEEAV6vqW0XkdWXa01CMxJ4G8HMm73EAJ1V126RNAPwEgB8sk2zndbU8UdVqOOl+AI8CcB6AUzNps/t2PYDrAeDcS45lKVdC6r3tmiolrFDxVKG+umS7TDPlOf6SrdJv+5EE1V8sSmkfI2ddjxR55S1KMLEx87cldR/JxcHVRuAPhO+fFDWxp1SK+Ttro/xtqk7OZQi+Ccdi645e8ugsf/CbrlJ5MrcMdxaFWT502ChkrMLA+kvOmS3hpXu2bOKkj5XqGHLt0Sr7Os5h2X6RR3IPjsXWPfaSg0HVcBt/ySEfyKE222ydsVlns+TmJ3WWMWOpX9/T0/vBU5Sn1N/nPjZlUptlOYx9qhiyrSvL37N3lzwOkLJJtXmm9JF8NFeFHJ4pG1Izp3yDxPwfz1uu7Ku1v4cOmH3dsGrjMDV1sm1Xnj5kckW+hRdFm/d/zC9yG2Iq42XMtm3j/7hXZbPdl26LJgnQR/LoSPnkvBbAe22Cqn4awHEReSWAFwF4U7nqeQA+OLP9zwG4SVX/uvx/16yrlq1FOQbgvvJ3DMWLvkqroao3ArgRAC46/tWtPct7Hxv+h0X6FEgvyEpSQKuUwHvVch8dK326vPDuwOrw+3i5NuxoSQmwtyhCjb6cTueu6k4h5WNnIG4uRmHrHn388drldfTd9TgDIBvh/FE3F/Y28DqJvTxw0h8JpKcMTg29odJVx7C9TezxV+fN2tdld0a3uSZNO5DXqPN4hlHYuicfP6Lhzt68jl/XrgVugPzgfemBTXM7qRfVUTiQ9y9ZMvbd7rndGyGDtXXlvuzZu+NPlb3v2Opzw7NXXuC7nGB7bcrICbznHcOmESKcOZ3SqTxl97D5Z69TeQkdyintpj7bCE0f046+W+13sWXX67eI0UUncVduLtipTEiUFNcWlwJ4iYj8DoCniMgNZt0p1OOkPgfAR6t/ROQHAKiq3mTy3CsiF4vIRShGaQHgpIhcKSJnATimqqcA3A7gWeVo8BUA7sw9OEIIyYC2jhCyDtDWEULWAdo6QggZA5Uimb/835KIDhmp6quqZRG5DcDtIvIJFCOx96IY7YWIXArgLlW1L+W3Afi0iNwK4BOq+loArwVwM4qhw5eW+d4I4CYUrvJfW6a9E8Uo8ssB3Kiq4fnZAVJcTnjpsTJSlMp2ClGlKJk4VznFzYUbeA8B1Z8XXMpTAHYdjKqNqs1TJobWp6gVbRkxZXOPAfa6cmcRy5+ikK/t14JUSGNRO43T1uUp3HKCgqZMzbZq/JqdqimVAxvm2iPveQ891zWlirPdOG7J1WcZKuQuGLk6ZYy2rg2xgMlJti7hfR1TTee2R+2U9bpSeZqncslWd5dgp33bYzCK0x6nHXjtXUtuEOBFk+tCYiiB92x7c2d3WG4mlsGobF1gWvdkx9iRSdhmpH0z7F9uU0ZO4D1XvWzu1U7UyYtyd5GrQm6qVM7+hk6YmN3BN62nQg7laaxMBtLUyVUed32COrkpVCwTkmemVPWqcvHqwLo7ATx/Jm3f20BVTwK4aibtiwCeOZN2CsA1OftHCCFdQFtHCFkHaOsIIesAbR0hhAwYxXJFIiSblXGCJdA9FURTv3Ix1cpsnjQlyv6R33qdxqdekr9kZzSxCkKQ4m80xT/poogpiFP2O0WtmLOto7L0/CKHAuwB9eu5TNoF2+t2mLVPFRRpRmx2xr78jp2qZ7Kq/vKa586WsPbAUxnb9OB+OOltbN0QlQd9HOeq0sYsD/Hakz1S2meh/G38H1vVsBewucqfkreLd67V5Xk+lxeloM1VHo9lBhMhnWMUyXs+kreNDZpYe+T5To4H3psGMM2b/dg08F6K8tk62myqTnZn7LYhpGLtSoWc8zmU8s1by9+tHU1RIce2612d3Lhss8w23nJRcMboyEjxkUwIIYQQQgghhBBCCCFkjVlbeWBoxDXXN16OT9K6x7rpfzX1S66/ZFtklWfDjJ628Ze8KLz6NwLrc1XVSduW/pOc0dsUFfKqkaOIylU1da1wXkeK2RfzlXQ56Z4CzFXpHYg/K/WZEw1nS+T6Sw6le49prq1LqX9MLMrWd/2450x568pEd3EMNHud4iuP4w9nJzawob9km3ezFnEjzEIcSA8AqpAJqSPlI7GxM/3SC/kfBnwfxDE/xraMXF/IOQpmXz093W+7L03Vye6M3Vys4jXmd9gqlrv2l5wUF6g/v8hNVcgrSXX+vVOyCt8FQ4G33aigIpkQQgghhBBCCCGEEELIXFZyDCVlpDTmR7kLpR8wHfm1ypIUJXOav2Rz+ao8GzatVmk4PdfXcNdO0GP7latCTvKLbEZw985b2C9yCp5fZE+5OUS6iLKe4gtxmdHM14mUWRTh7eIzLmo+41NmTmyU+b3ZEtY45s40QCTdO9yUN5+1dTm37bIf+0U9YotSDSxKhdz18VBV0Sk57bcifzzmRayepLZahr/kpu3H2fQziPsNXQS58UioPO6fnV22sUZN9YjM+EoGgIlR3E4mearhuu/kzX3r2/lCDs/KCCmfrQrZ2g83PkeGOvmQWb/9yLTsJN+8NRVyxE6lKJa7UCrnqpA7mCnbpwq5M3/JIfr0oUwWh/ETT8bBynQkC3TvBZYyvTE0dSdl6mKOOwubnvsB0djNhQ020MbNRVNyO52PRPalTeexJdR5bJb7DKo31I+npp3HKcfjfWDmBt4h+7GuLZoOlNn8XqeIN/G6Zjs34vmjg1wpy579qtUTSPNcOHRh6zz71qYN2/TxSKmzC3cWQ+w8Bpqft6bHw4buQrC2zhuEzLWBMbdm2W01p/6Q64qdSDtxNt1jszaVfTGdyqHzuai2jVdP08DahAwS24kS6kg2gfc2J9YtRDggfCzwntcBnOvCIpbfc5Vh05NsmulUtt9gMVJy7sazTDsovW++rjqYQ+R2Hke+S9fSbYU9h6EgioSQbFamI5kQQgghhBBCCCGEEDISqEgeHSvfkdwmKEteefPT2yics9xc1NS2LdxcLIqYGrGVCwu7vF+FDExHZbtSIY/JnYWHpxrOUR9RQbRccuyUN6UwpYxaftc2VYpkZ7ZErtudw2b5tJNnXhrQjQsET+Hbxv1P148HVcj7yT0eNmoHx6Rmj+LK4xwb2KqtFqnnkDNvw7ZHN2sqwjiVkm/Z7i6W4eaC7QyyUgQUyWJucRt4z1Me5wTeS1Mex1XIIbcZNn+KqwxLijp581CenYzhveZ3Qy4kaxsmuMTIVSrH8jZUIQNrqkTOwX4z8FQtHkX3LlRJrzDYHiGEEEIIIYQQQgghhJC5rKQiOc1P3n5FSZrKJHzKYsqVVj74Mvwl1/w8tfGXvChyFMnZKuTwaG7IHzJVyOkq5DY+kofqL3qspMy4yAk6lRugKss2bTjS4zb+222RlVI5plKe3a4L7KnKVQF3PfrehQp5UayjCplqi95oOuusqcJ4Nj2mZvbq8RR4OerkPvwmbwfashbvPbNsUhTrhAya6hau+Ug2y7XAe818HbdRIefkt3Zsq2bf4jYrKZZLwyBzO0YpbGfRWUK1R1XKQHdK5VgZI1Uh9xp4r0+oWO4XxfIDlpMsqEgmhBBCCCGEEEIIIYQQMpcRDQPFyYnuHcrTVGUyS68++CL+ku0AWU0BmOsveVHElMW5/lPtqK7jF9lSqY/7UCEPSaHTBWF1slX/56mTqBRqTnXed2o2I2xXYurwFJuWYrPssxL2BGrwnt9c/+0h9W3T7eZhDevGnLTZ9BTGpCAeOm0UIl2rS6g87pSUGRcpM2FC9mvbtaPd+kvObWNactTJKSq+psRUykDzGCR9sGrq5FU4BjKHWSWyp0jeNt8pk1xfxzFFcnsVclo90+U2szL2vsc6MjueUnn7kSLdU/h2plSOMVIVMiFJ8NYdFclmV0ReAeC7AHwngA+j+Ey6H8D3AjgXwM1l1gsB/K6q/qiIvA3A/wHgx1X1nWU5lwH4JQAC4CWqelJELgLwHhSTk39KVW8RkXMAvBfA+QDerqo3NTlArxEZatC3CdpSz9/UbUZ7NxfVi64oxHakZrq5WBSxDqUkdxbxzuOQOwt3lzbC59ujiyB0iyLlAzMWDMMrI/ejcqgfeGOydV0FnQqRYpu8DuNQ4L2tnRb2KCfAnuceAwnptvOvz1ty6A2lIbl2SDGZTfe36XYr0kk8JluXQspgWryDN9xJ3YWbi5QO6JSOk1ie3IB9TfFFG3kP1qI6nofa5hgKO9vDGQDomlHYOhtsr+pLNY+SDby3eWbqyHBrM7cjORQEr5vO41DgPZvXdhinuJ60eC74KsdrWwcO2cwLwX5zt+pg7oC16Ty253A7cA/F1hNCOiPJ1IrIJoCnlv9+GcBVqrorIq8FcI2qfgDAM8q8bwbwkTLv6wF8eqae1wN4AQp3vm8D8FwArwbwGgAny21vAfBiAO8D8GsAPi4iN6tqVOhGCCFNoa0jhKwDtHWEkHWAto4QQkaAHUwjoyB1zO46AO8G8DpVtcNpEwCfm8n7dACvBABV/XsRmVmN81X1CwAgIueWaZcDuEFVVUQeKEdyrwTwUlXdEZHPALgUwGe9HRTo3mipHzhsOjK1E1CGpAQ/SZmC2MWUxqZuLmrTcMw+Zbu56JOUae0HI3lbqJBDgfWsutujTzWxVeR492/X5NZT3YfedrnqpIEG6hmFrZu6zImr5ywhu2LVaylB+mwZh6y65IApOzBbohZcwyqMa4H89p3DAk+FHHqDpbjraaNWqU5LG3cWTevvs4HVZxCRRQXVSyH32FZEfRxg8Lau2Jn0WTEx5bFXTm7bb7NHne9W5rTu2Hu8q/ZEdW5T3tVeW8AjFshvXVgFlbRtX+8MRw04CltX60Sp/trHwLSDJubUHjoztQ6HNqftqU3TttoKLG/VguCFl60NPOSoibcidtLWbdfb8lLsXj3kcyhYtDkpNgJUC1Ni7+Hq3k4K0pegVLbEAs6tstp4KYH3bB/CtvPdEWsTM/AeIfFgeyJyEMDVqvoxk/Y0ETkB4JkAPm/SjwM4qarzHqkDgeWJqlZP9f0AHgXgPACnZtJm9+16ETkhIie+cvfDsUMhhBCXsdi6h+/+SuaREULIlLHYui/fPZgBRkLICBmyrSvr3LN3d9+XcWCEELJqKArxBn/5vyWRMvRzLQo/T3uo6qcBHBeRVwJ4EYA3laueB+CDkfJ2A8v2a+EYgPvK3zEUY7BVWg1VvRHAjQDwT45/1d7wkhdUL+b7NcXn8f4x0Pnb9optzhwOZZju7bYZ192t5XFuAduMCvkN7epwQypkYLpbrqKwvQq5WC5Vto5f5Ng9syp0cZxtlMoDUR+NwtZdePxiDQXKs3jXMBYItCul3eSQqScQ0HLrtFXHWBLUyRZHrRPNa9lOWO6TnHoG8ZhkkNO4yTU7OeeNKuRZRmHrLju+qaHAoikzLiyeynhajqeMC9tDq7DrU53svRdD7U177J6Kz5uV1wUp18cSUy0PsH1AxslgbV25L3v27vg3iO7d9tVD7MzaFPOQb25Yf8lhZfERPLS3XD17O4496No2+N8A4Vl03kyQLecLPGT3rc2ws+Vqs5FNO3Vnd/Hq+VzVclNicYFyqcViIqRLFMuJ10UaE1Uko5iO8xIR+R0ATxGRG8y6UwCsFPg5AD4aKe9eEbm4DE5wf5l2UkSuFJGzABxT1VMAbgfwLBGZALgCwJ0J+0oIIU2hrSOErAO0dYSQdYC2jhBCCOmB6DC/qr6qWhaR2wDcLiKfQDESey+K0V6IyKUA7lLVh03+nwDwb4tFuUhVXwfgtSii4wqAl5ZZ3wjgJgBHyvUA8E4Uo8gvB3Cjqs6VfRQ+ktOVK3Zcsxrl9FQrKf6aFqVQcamGBILKZCBbnbwdTt5Lt+rhPtRbIUWy9Wm0YuRGOV8UocjMKYrllGewPltg+cc/FltnybFvwFBt05QkdbK1CTkejWxeuy8xJfNsndVyyi2bkmfd/CW3IbYvbfa16/fYgFUVY7R1aTNlwsriejn7Z5h5SuYUJWyf9tWb6RZSDHqqP1vGdk11aP3hx9WI0/Z1c3Vwbrtgtu795TXfl+p+6kp9GVNYU1W9HEZn66rHYlaZPAcb9sb6Sz66GX6uK6XyjmkU5fo198h5nvw4HFad7KmQ5+dJsXu1fXV8KtvZqtvD8fm9VFL8QhPSCAbbGx1ZLRtVvapcvDqw7k4Az59JewOAN8yknQRw1UzaF1H4qrJppwBck7N/FblT80MfEW06lZcaMCPq7gJI6lQ+7QTkmw0E4a1PJeTOYkXI6RzdqDWo4sEYQ/mbbkf2M3Rbl3PtvE7l6r7w3PX4dYcb/N69tTcAYV3GHN3vXqZYNh8HNgDHhukUOt2BofA6lZft5iKnvtzTMMTGWcpt3FWHfUWbDuMVNJlDtnU2sGg+eYGcYutT7GTXncpe52M9ANbW3pLNMd2ncIe6R73t0N90d0usg7lNIN9VIHbuU6blsxNs2Lau2AjTd1l1uewt7gUSNoPhm5vTL7mdDePaYjJ1bRG6n7x7zB+ganY/ec96TlsSqNvAcD3eQFlCB7PjCmMVzEqfATBtBzM7lQlZD1bALBJCCCGEEEIIIYQQQkbHEEUvxGWlOpKbKldigfJS1Mk7zkjpoZnJ2gslU528tWPOQ02lZ0cWyynmuSpkqwLzVMje8hJJUX42VR579eSqicOK5DxL3GZbslisG59cQqq6XNWdNw28MQmV2n1MChaagxdYtCmh4KTzCJmEPtTGoTJztxuSaehThbyCyuNVItf+eW28zb0p3uH2m9fGS6uzvZ1MqTPsCiLuqiNFpdcFteBWph4vPbR+I3P/xhSor819sowAYaRHrCI5x4WWYaMWhM/Yr6P2eX+4LHqadrSFex+P0Lbec9/1N4hn03JnaNSovqk7Mil2Nt7OdrNCcxXGdtZf12VbKnXy2iiTh/2aIaQ3eOsTQgghhBBCCCGEEEIWi6KfuFukN9aqI9lTl1aK45jPJZsX8Ec5vTxLJUmdPMWOIu7aSA7VCGVIpdwHNsCeHUnNGFWdxY4CV4EUav5bO1IhxxTyi/JR3MYvcnP/lGQRtFFuVIq0FNWdF9gkxa/dVDEf9q1cYxnq5JRgezHsZTjo5PEaRzmvCO9x9A49dnv0oTaONQLb+EWO7SP9H68cIVuRG6jVa5NVijnPt7HnQzOFLmampahVQ+pjzye0p7weEtUxe+rlXHXysmmq6OxC0U6/yCNDsT/YXi7mktsnfHsytWs7ZRC+vgNNxoKC5sczSlct1+sO+49PmaERspP2e9ENTnrI5Ol45oBVL+cojIttM4IhOmX36Wc5iVj9Kfu33WO/BWmOtYFkFByIZyGEEEIIIYQQQgghhBCyzqyMIrnwG9puGCNFibLlSubCo5zTkdD2Ebw7I0GdPNkwx789Pa9bp0Mqlhbq5A78Ih+YGIWxiRprR1NzR22bElLwpimcm/lFtssp26XUmbKPXTA2ZdFQEGhHSvHCJnn2LWVmRa7f0Bg11bJRdGw4z29YndzitdZUBZSiCPaUyiHaqJftqcpRKqeok/v0l9ymvBwlMtUOo6TPGTy2VVf34RlWqeXS9P2WomqOlZ1r3z2VXhct2HrZ8/0lp/hWTmlDDNFfcp9+kXNVyE19s5Keib0PU97RZvnoxM7feqj4kzkpwbtvvecqlN97fi1Js9ci+PYgXXkM+DGSskiR7EUeQ/tc21m1Ht5zHfoWbuNneenqZLJaWD/xZBSsZAtiiB8cnQeo6gqnU9m+tGzn8aHDxUu15vqi9nLN7FT27sDKpcWCOoDbkBJAb15akd6s89hum9t57EF3FsMn9LGd0igPdRJ4wfY8+7bhNL57Ddho7dTZ4SzVcbRyd2HdXHgugLoIjudRnbaUTueUzuaYK4wxNNi8fVxU53HOOVrJFtXy6EIgMEvdTlVTvMMdktZetun866L953cYzxcrpNj3FJ9ClYuMriQRKZ3KIbp2eZFT9yx9BiaspY80qN6iBBwrxfbM353AOsAX4ZwJp4vtVN5rJT00TTSfcYtyu/cQjgbTm9bvDYJ5ebyBNa/DuNdA5LHO5oS2hdfZHBssatMxHNvWirvWJvAeIWsEP3sIIYQQQgghhBBCCCGLhYrk0bEyHclWuZI7JS5GvYxmypUzTvCTQWFHRDeMQuXwdKQ25Npi24zkuupk69g+pkL2WLK6oan7hxSlZlMV8uy2qfs0b1+6oI3Kh8yna5WeF4wpxb55QfhCePevF7DPJaJOTgrGZ299W6VVIVt1srVZodvZc/mQGwQv9kbODeoXUyen7HcXZmJRpntRyuM2ZaxMq6t/Utp1HintthzavC+7UK7GVc3hgFIWbyp33W3GfDueYqNzr5WnTg6VR/bDoHorQtNOFG+agHNbVF9jRxFwdwFgshl/ZnMC7PXhUibmNsP75vZmaKSok0O2ryv3OtFvJkexbGcrWBdwMVcYOa4vivwMsEcI2Q8/aQghhBBCCCGEEEIIIYtFkee2jiydlepIbqvS80YWU0ZTc/yzjU2dPDm0/3jCQfeArR3nGmw459BTIUfUxzbA3lAJBcGz5KqQU+ubt13KvnhlkuGR4gvbn6FRLKcEWkpRKi8FY6e2D4dmgkzZtYqFw44ywVMh2+Uj5d+HE/JaUpTKobyW3KB+OerkZeAdZ65f5JzjWfarY9n1j5R8FXJcobSRYQPb0K+P5BBhdfJWre0ZVt3F1Mm5x9JGnRzark0QvkUF3guV7Qcqy/OL3IX6mAH2Bopi/rsspw2RgJjyrDp5Y+dhu2KPFJsaUwq3IVaO90x7tjNFnWxtRpW67BkSNRt4wNjABHXy3nYZPpSL/HE/ygzCRzphKN8nJImUWKKEEEIIIYQQQgghhBBC1pjkMU0ReQWA7wLwnQA+jEIbdD+A7wVwLoCby6wXAvhdVf1REXkmgDeg0Hldq6pfFJHLAPwSCjdNL1HVkyJyEYD3oPBQ+VOqeouInAPgvQDOB/B2Vb0pdV/7VFF6ioZc1UVF11Gf+8CqWPZGOR2/yVYpXPNPupFwnCEV8kCjPntq4qbb5aqJQ+Wk+GL29mXZDGlfxmDr+rJxKbMy6oq0LZM+3+9x3+r2ncDMCcvDO/Z1Z/UnmX7TKtWyVf7aQ8v1l2yp8ufknVdnTJ2cst9DZVEq5I5VYENiHLau25sxplpOsYG5M8kW4yPZo2t1criMFDwlX+z9n6JCJvNZdxXyGGxd0Eey9/5p05yqtjVl21ZQ3UXyVJ28c9RT1c+/t/p+Tqv6/Xri/uNtqrW1y/w2ifmO34eRBvapTu6a3Z31tk3EwGB7oyNJkSwimwCeWv77ZQBXqerVAO4AcI2qfklVn6GqzwDwUQAfKfP+JIDnAHg1gB8v014P4AUAvqdcRrn+NWXe15RpLwbwPgBPB3CdiMyPAEIIIS2hrSOErAO0dYSQdYC2jhBCCOme1GGg6wC8G8DrVNUOi00AfG4m79MBvFJEjgJ4WFUfAPBHIvIz5frzVfULACAi55ZplwO4QVVVRB4oR3KvBPBSVd0Rkc8AuBTAZ21FInI9gOsB4NGXHA0qV7JH9DpmOprphdWdti2sH9Jl+E5OUtxUQw8bZr/NaOfGQavmmbLbVJFsqx6RX+RiudjfPlXIdjnX/7HHmvtFHrytO/eSc/audYqfxxT/kqH1uffNRq2e+fdnG/vmRwsvz4X5XLPqikN2FkWZvPl6AAAgAElEQVStQKOqs6fTVhPygZySN4WmvpNTlM9dmMxFKZVz/SLnlJFLju/m8YppBm/rLr5EBjVbJYRn90JqXru+flxe+3BKbWZYoM40mxpXJ3vtiPD7optrE1MspqiQqVTez7qrkA2DtHVlGXv27pJHo9k7zGt/nJ7NmIjZBzvnYHvyUHCF7/97efefN0MzdxZFnfljAYvywW5x2/QJ6uQKq1JOUScPyhdyrP7tzBmHtW2bb0oaQkXy6IhaOhE5COBqVX2riLyuTHsagLeheE39nMl7HMBJVd0WkQsBnDJFVU+7VUFXyxNVraKu3Q/gUQDOM9tXaTVU9UYANwLAE44/SkOBU7qeFunhB/cIBR4Idwh60wtzPzhC7DjnxO6fV3/wA8VexcNerdOX7nbmftsO6Rj2pVZfdjpWbZ4DIbcQ4QZIWofw/vx9dh57pHx8N+0wzv1gG8sH3lhs3eOOP3YvQmWKffMG06pr0dXAwSRiY7wOl5QOkJRBrmCQl0AAPgDYfmSavnu4TS9wcEfixfXZ8ZvSMV11znoB+FL2aRmuMLxbtWn9izrfA2Mstu6bjh/QoQ9senavnmf/YFq9SyIsKMhp+3ltxljn9mwea1+96d7TtMU8+CmCkBT3cqFvg6UHjDV0EWCPncd1hmzrgLq9O/61oo0eKa/z2H6bNX1UTdlHJ9Zh4bRTeXszNhAUH5zKdc23TDw3Q7kBP+vbpgcZzSYw9zzF9UWbTuUq3abVhGaPJBzPsjupCSFRUlxbXIvCz9MeqvppVT0O4EMAXmRWPQ/AB8vlLwM4Ztbtzvy1y7bVdwzAfeXv2EwaIYT0BW0dIWQdoK0jhKwDtHWEEDIGFIXQhb/835JIGbq+FMAVIvJDAJ4iIjeo6pvLdadQ1zQ9B8BPA4CqPiQiR0TkbABPBvDnZZ57ReRiFC/g+8u0kyJyJYCTAI6p6ikRuR3As0Tk/QCuAHBn+kF1q2BpNypYaDq8wCaWLaMQ8fJ4KpKQ4sWOmh5qqGQGulcnTzIC6OXkLfIbNW9AeQzElb1dqJBzGfoI/JowClsnUIRmX3jE7q2UQEYpqsA+lXSePdyp2bjCNtlzcuiAsVfGNlmVhC25FiA09nr0lKieDQwFuwPCSuAUc9CnEraNqtoSUz5bUhTOXZy33DpXk1HYuhQmO84N1VDMlK9s9eye3ZUif4rat4u2nzcB+0zNhUWz2XCei41F0bU6Obftlas6rPY36d3aMFiWxZuJZ2mqWh7UlPZ0xmPrFM2C6HkqZM+1RegW2Y6sRz0g39Faa+mBvaWNzfQD6Hq2idcejgWCzsWbxeC73WmmYE6ZLeHZoCiejDDTNFhbErIPns3w3GBadp30mlK5Kt+zRxs6Xc51c5Hjao6QNSVqMlT1VdWyiNwG4HYR+QSKZ/xeFKO9EJFLAdylqg+bzd8A4PdQvM7+XZn2WhTRcQXAS8u0NwK4CcCRcj0AvBPFKPLLAdyoqs17QgkhJAJtHSFkHaCtI4SsA7R1hBAyEpoOppGlkTX2pKpXlYtXB9bdCeD5M2m3ALhlJu0kgKtm0r4I4JkzaacAXJOzf4v2pZem3tsfZKVeRlhFkqZOXjyVWsVVHCapk6ekqCcqQkEC9pXnKI9reQJqYk95HNtudttQ/hzfxvPK82iqZs5VnIa2W1WGbusqUu6VFJVGF3izISpSfMOnUFMcB2ZIuPensU3bju/kJHVydZgJ9q1XX8gpxFTDdv1Bp4xcdbKlKtObdpUSMNASU3Wvr8K4MUO3da7iuFq/nXChO35lxZTHs4Taf14bygt85/liDqmPPbVzSnuzqR0fKrF2TkxJ7G03W3ZMnRyLVbCvnoxgWZYUf8peuztHqezNFhyyUnnotq6TQFMp6uTQZbZpCY+1r07eH5Av1/9xU7viPY+55cXye9/z0UDQSJsBmLN/nX+PtVAqh9TJIb/Js+me7+QDk+m9srtjdsDanqoczy7W1Mst1Mkh6I6+H9h2HxUpPpIJIYQQQgghhBBCCCGErDErM54i0Maqyj5VFVXZng86z2feGNTJU+zetlAnH2h2HbpQEOdGD85RMPvr01XNhFiq+yJFjeDdWyEfkSkqrLR69ivsupp94R1zle75g7fHtnko4Ot9hpo62aoaDmcoGTy/gxvOcp8j8V2rky0xpXKu2jmmcAbiwSVyzyvVzINDVNMUxyUbO1YZ56guJ+ltP88e+grVcHpl12zbrz6bIuz/OBiTYobKTln1sO9rPu6jOceOewrsReGpiT2WqU5OKS9XnRzCUywvQ6k8ZHXyIOlCkWzxVMihW8Sm2X1IuISeOnlj58GiiKNx2+m1U/323v57Mve7PmVGX6h+z3extYcpsxX8cqpvR5u3oS/kFtTOp/k+z5khUSuvT3Wy6yM5oF4G6upkjy5UyySPrm0g6Z0V60jef/fFDHXfVJ8HXmdJm07lUIPea+R7HxYp6bFgWXUSOpUTaHp9cjtnQ4FqLLkuL2LpbaZ1sVOZzJJ7T3iN2z73pbIrbQbN6kH14h3F4fVOQ9OJTGUbt1uHQ50+CY1MryM5ZgZyOzVzA+9V+VNcVXidwDn15wbPs+QE4WtTRlNWphU1bOqdxGEmtWsb71Sebpi3L14Hqte2i60PueiZzRNvq8XbaSnlxTq4ve26ItRJkvKea9qpnBZQMdwJ7O1j6D2b20md0qkcwutozgnYN0vVwZwbpC83WDbBfLcSdl3KJfQ6h0PBae2l9cpOcXlhypzG3Zu6nZ7YYHwd94d6QVAtXXxHpbi28NxZWHI7mAdDRlBQf3Cq405lr8PYkpKnlj/S2cyOZkKGbq0IIYQQQgghhBBCCCErhyI+25AMipXvSM4JKNVmWnfM+X2ugiVFvbc4HJVxb9uFSVFQ5rq5CJXdhfLYq8erk5BUPDc+KW4uYtu1uSdjNq7N7IskdxWBPHUlc3ya+M6GyX84nH+aavbWKhO8y+CpYkPLQwnGN5vH4h1nKH9u8LyU+kNuLrpSOMfyrHzLaRiITpXIk4Rnws/TXp2conarFzO/Hq/t57VV4m2/sHuM3PJi+2LtfEyBnUrsHZTbNvcDzM5//+Wqk1PKqdJjwfiKvHnq5OC3hjMF3dLU/YVVF+aqk0kCTad1x5THXv4Ud1sp2HLO2l/Ppll/aNO0q859YLqcYHdjbs26ast69mN7r54U1xZxtfFQApe3sW+x4HzbNeVxf+rkaDC+ffuXqU4OlpHgHoOQFYctAUIIIYQQQgghhBBCyGJRJLnQIcNhpTqSF6HwTPGVFmZ/0JJZUtTJffiky6PSseQpjBcVlKWLQHkpQXXq+dsrj+kXmbQl5V4Jz5bI286/n+fbuK7sW0yFbNUVKSrkWv4DJn8kQOhWLQCf8y6wpmFR07XsKcx5ReX6WfaOJ8dHckrwvBw/zp7CuSvfySvVYhoBGlYZe8pjSXK/OVUnb08OlOU5BbZotnizLsJ5U/wbT5kEFGSeUrhpebPpld33bHTO7L9Zctq1bWYOxrbtU52cEnyrqTrZUzZ6Aay78KPcRWA+MkPXgaY8pXKFvVRnnHRvf7yytwN5TJoYxfLRDdP2O/aQU1GckCK5aRlp9YSfX0v9OzJPqTyJ1OOpmm09dfvetN8ij2BwPlNdn+rkaDA+IE2d7MHAoYuBwfZGR2YINEIIIYQQQgghhBBCCCHrxsoMHXt+Q5eBHf0Lq4+nY4V2dND6BLWKEjsSuVXzX7dfORKP7D0vQncOef6PvVHbrvHUkjHFb1M/x/PqzNmP/DzjHLKL+fcjcQpbt//6pygNFmUjYwqzFN+amzU7ma62S7mvtmvlOTbQDrMadXKljDiwOd0P64G1LsEIJ5sg5v3ShTrZklJG6NK38b/chZo4pTyPlWkljQ9xFMniXUOrfDPJKerkYCGWDtTJKfO4YopgJJQUayfOlpfSVqzeHZ7tzp0RWFfSNWvP+L5K02e2eHm994inJvbqr8rx2j5dqJNzjyHXj3JMnVwrm36U29G2iZbz7k6woy45iuTN8Hq7S+fYRtExW4SnxJ0uV89Nyndmis9lS6h+TwWcolReFPWZft3uS8qskD3bZGdF9KhODvlNBhqokz1CqmWqlPthnN0ba8vKvOWX0ZGc1ilWNLo9dxYW2zVbL6/boHUWL7BKytTIKSn711+YwC6C49lGe7uAY822HcogCBkvXX+M18vOuz9DA2EpLn28QTMv2J6lsplpgfnyBtB2DtggfPvLtym1rinb0DxturaO2Dxm+XTWbuWR08HrkXKLhV6FuR3TKW4uQmWmuMogo0S8jgvE02OdyvVvzYTAfA2/Hz03Pp6rH5/9gfWadgwXy+lB/azgwd8u3t7rs82T4qJimjevMzrFzVOooyUlYF7TTmW3w7ijgfuqUzmnQxnwO4iIQ8607lxXVKFb1WtWeQOvsSDBs8vVtqed9QZ7CEc3pp3KO0fDHb+h5a7cNtiyQx3PuW4mctxZAF1/5eeRYzuL/BnugnrsVI4F4wPmdCpbcmxciksMQlaclelIJoQQQgghhBBCCCGEjAQFRSAjI7kjWUReAeC7AHwngA+juNT3A/heVX1YRL4JwBvLMn9WVX9bRK4F8MNlvu9X1S+JyGUAfgmFSOQlqnpSRC4C8B4UE4h/SlVvEZFzALwXwPkA3q6qN3V0zC6508O8bZsGtPLq9Pdrv+rEU5zkKYxTVSch+lNPp5DroiKkKOlKKdO14qZPdxa5o9CrzBhsXUw1nzOtrqv7KmYn821gnqquUiLvOEqQFBto1RUbtbKNSjBiBOvqZKPCPuyoky2VC40+lcmWNi4sPEKNwFzXFged9Jibi1AAvtl98tRWuYH3VoAx2DrXjUUHhNxm7PQgr4jZvpT2SUxN7AXMy50LlhPUz3clltJmnp+nTVC9ejlxFxWx7bJdRwQUxLGAebPpOerklP1z609wc7G3Tw3dXQyBMdi6QQaasvvT9JJvOMtnwsubXzHVT6ZB+LY3w4rkM6WVO+oqlve7wWiSp8LOlssNiJdikatZKd6slUXRpzrZkmJXPNcWVXosGB8wR51c25kOlMqErBFJwfZEZBPAU8t/vwzgKlW9GsAdAK4p018D4Lmq+m3lC3gDxQv4KgA/AeBVZb7XA3gBgO8plwHg1eX2zyn/AsCLAbwPwNMBXCci/flGIIQQ0NYRQtYD2jpCyDpAW0cIISNAUQg8+Mv/LYlU7cV1AN4N4HWqand3AuBzIvIEFCOxvy4iWwB+sFz/RVXdEZHPAPiFMu18Vf0CAIjIuWXa5QBuUFUVkQfKkdwrAbzUbH8pgM+m7OyiAnek+CWLle3RVB3tBVbJ9Y9m66+rYvYrILw6tzNHM7sgR3lc5N+fvmxFbhcKUXvu2/h87pOBBt4bla3z6OKa5wYLaeqL0i8vbFdy9qP+LKX47QzX2XRfXHXDhnMuqmq8KnL9IjYlxQTl1J9yO+YqgkP511BV3IKVsHV90pW/5JjtC7WxUgnNRmtTXg7W1qa091LyTAPIhf0Ce/XnUtWT8q7MaesDYQVxLGDevPSYOrnN90UX6mTLQJXK47B1i1Ykp8wUspfTUxZ7227M/J1dn7BsbfBGrW03Xa4UvF5cDd+38nTHzpj2oVfPNH1adkr8I0s9wH362EJKLJE+aapOdvMaGaO1NZ5dsYE7Q+rkWDA+oIE62cJge4QEiSqSReQggKtV9WMm7WkicgLAMwF8HsCFKF6SzwfwdhSjt/cA+FoROQvAt6GY3jNbZ7U8UVUtl+8H8CgA5wE4NZM2u2/Xi8gJETlx/910qkIIac5YbN2Ddz88u5oQQpIZi627+x9bHyohZI35/9s7+1jbjvK8P+89xz7+utfG+AN/4AQ3xgFcc1GPTN26AYFLqZrEkER1SGuVEnBJXGrVUQUSCFe4kZBFS0wA4Qtpg+UQB0gJFqYFHGNiJ7fFlzS5qLQGCnL5SJCN8b12r7nH59y3f6y175m9z8yeeWfN+tr7+UlbZ51Zs2Zmf6x3zZr1zDNDjnV1W7bj3RFfDkIIWRImD9P4sr96IuUx9nWofJ6Oo6pfBrAuIr8B4A0APgfgIVU9IiL3Abipfgr7LgCfBfA/AHy9PtyVeEy23Uc9ewA8Ub/2oHKLnKRNoar7AOwDgOev79amSs4UBcR0/nTV8HTZZZ5i+VRyTVSEoTb68oTUEiFVTB/0XT8ZHaOIdT+xfpbmKrEssSfl/CntxZzmR19WqRzy/HR1Iz5c5cSWsz2lgHDyH3PVC6vq7HH8kn2XHfdrSFHcdrWEblfqaAtN2mT9nMfNKGLd+l7ZPlEKqeRdz2X1hA/XN7kNv+RcSsw2s8bA2DocoX6gizWP5dqW638cKmNZ+oxW7+Tj+yMqZWCQPsqDjXV1W7bj3XminfwEfWsK+PbPkqtUdo8zCmjdeDwdv3Zuh2bSho/bLnzN6fFZ/JL7UCeXqt/HSiD+h/yfixCSNBaoxqpODuFVLYdmHJJ8hugTT+aScppeCmCviLwZwItE5EZVva3edxj11CAA54jICoC9qJ7wQlXvBnC3iLwcwBX1MY+LyIWoLsCH6rSDInIlgIMA9qjqYRHZD+CVIvLxusyH09+U7eT2DYaEBj1KBNCU6XApx9oGceIDxqH8vo526GYiewp4AOvAeMp3P0Q7C5fpKZDdR9Q2F94bkIWFj1HEOoEe/16aWNbESCk7ZWDAQm58c9sSepgVGxie1xbf4Ip7o72y6sS9Vcfex+mshhfxcK4pvsuL9aPse4B5rFgX5xs3o4h1XZEyeFzK5sJHSj+szf6ehZQ+Ximbi1zGOjica39hWZgvtezpdtXTxz2Dy0B4gDk0Tb1jxhPr2hxEcb8iSx1WOwtfPaFraIrNhVv0lhPXVnbGuOnYFB88Dg82x/P4Gc+gcig2lBO6pd+jBG0OnQHmlRPTbXemyg5YXliJnTJJ9hiELCDRX76qThYYgIg8CGC/iHwJ1UX0cQDXqeozIvJhAPfX6a+v8/82gBcBeATVogUAcDOAu1DJsG6o024FcAeAk+v9APARVE+R3wJgn6q667sSQkhRGOsIIcsAYx0hZBlgrCOEkJGgmBZykMFjeoSiqlfVmy/z7LsL1cXVTXuLJ99BVKvgumnfReVV5aYdxvZqulEEmq088B0XUn9YFwDJnUqeq3wOTUu0qgtj6oUUVcqW8fvwtbGUmmRIiuOu6XvhvYGrkL0MOda5lFhsqEnZ1kWIto+Lx7cmamIfMYXxbJ5sC40Umwv3gFW3bNmZ2VXKNqFNK4oh2ly0weS7sHZ0B3z5GXSs63maY1c2F00UxNvTum3H5cbAFGV0KZsLS9khLOrk3AWlUvPntKlJeU3UyS4xdaFVqdwXg451QL/xLvRV5dpZuKT8xANK5Slri00nHjk7Jr/5kD2F+7vdcNS+IdVySIU8WcAvTW1cQp2cq0yern/6fF+p08qcm6F4Y1lg1jr70KdUtsaaEkrl4OJ9WaUR0j4i8moAt6GK5h9R1XfP7D8dwJ0ALkIV2d+jqv9pXpmLfMtHCCGEEEIIIYQQQggZKgMWXoyZ2rrpAwD+PoDvAnhIRO5W1a852W4A8DVV/TkRORvAwyLye6oa1HMt/EByrqou5WlZio/ypH77Inh5qpQmSpSQ17FPpRHytwuVEcKiAGnTD5b4afP7IfmU8Dru8/sMx854W1OUdG2y7cfnqMCm1A1O/A94RG648sapPHWZq4JWmXz8C98D6JGQzzIpS4oaPpBnsvCeu+jeUBfby51t1mSWmsskvobKC1HaL3ls/sfbs/hsbbWqidsk9h6sSmUSQFF2ECW2aKy7P1RvSgwMxeBYPyNUp5PuLo7q+tT7VMPh2RSuqnh7PMQ9x46alMpWtXGeOrmMb3IZQvf5uYu9WhfWjs5idBfsK3TddpXKob68jxIzKAlpgSsAfFNVvwUAInIXgGsAuAPJCmC3iAiA01DZP80dzBtQN5kQQgghhBBCCCGEELI0aN8NWFguAPAd5//vAnjpTJ73A7gbwPcB7AZwrarOdWtZmIFkgWY/nY+peUOqB4vKONcPDgg/xbN4Klt80IC44jj0flK8RC2KCqtnnZVlUy038Uum4nic5CqPS50bbSoW/GX4vY2t6SHl3erx64WjWnGUVyurAbW1o24I+qlN8nR1ZW7D23hZ/JLJUrEydVq7Z21ArBEJX41Ws/fQRHmcFgN3nswpM+ea+CXHsJZhm2HVjfK3SR930sbwrMD4vUOu8jml3ewzZtCjJ7yXmNoYsM24Cb2/zfj2lF+yR2XsqopDPsfub9zNE/JXnlYq+96oTW1sXTtogqtOdttRYgXH6c/HVRs38DGusXohp41VzFcqu/3xqTIK9EdzVcqEdMBZInLA+X+fqu5z/vdNdZ0dtv8HAP4Clef/3wDwBRF5oPb898LbPEIIIYQQQgghhBBCCBkPj6nq+pz93wXwXOf/C1Epj13+OYB3q6oC+KaIfBvATwP4cqjQhR9ItngkW5+qN1p1tKaEAi9cdlwtEsoTUqL4PiOLv10qPqXF9H76JZPlpJp9kSdb8avK2lUTxWLGolHGL9n5fDYT/JJPsLQwwCIoiUOKKWu6+3m6XscxrH69ZBC4Ppxd+SWXmGnmlpMysySkPA6vA7Lz2NBxKX0sq1+ypeyxeSdbyH1vpdTJ28f57wXantW0NCi6uT5Mvq4m13yLUtlNWwvkTVAqTymSt5zYVO9wVcWuOji0xkbIC9n97a95HG/DyuO4OnnNyXPU4JccYlpJ7T+Xp8/blbl5m+CLCcW9kJuwK5BeWKlMyEB5CMAlIvI8AN8D8MsAfmUmz/8F8EoAD4jIuQAuBfCteYWO9XbRS1vWFikdpljnzjqNMaVj7yvTWkbuonkpHVvrlL3cTuwiM/2ey/Ywm9hckP4QqOn7ip1XLinnWMrNaQxrzLDYUsQsKVLTY/WH2uR2VkM2Fy5Bm4vjDUy4TIcGQfuGi/pVLMIgfd+UuvxFvoshDSqH8sREAtbFmi22GKFBGZfSNhdt9P1iYgV7efP7uynXYatdxOSzslzjU8qbZdNzzbMOKpMEuhpItuB+nbl2Fi7GwWN3243NK5uORcXKVt0k1+5ie8DW/U1uBBfV81te+OJdij1FSp7S93R9kCuosy+8Nz9/SjuCZbQ4wEzIUFDVTRH5lwA+hyqC/0dV/Z8i8uZ6/4cA3ALgd0Xkq6isMN6qqo/NK5enCSGEEEIIIYQQQgghhCwQqvpZAJ+dSfuQs/19AK+ylLnwA8m51hZN1Mmx41Ke2tmnN27ObZN1GmVYDZGu4ggpWywKkJSFQEhz+lAnL7K9wZCwLBaaco6lLOzjYjlXh6ps8in2UlR8qwE7C3ca3OoJ7rWh4pg7TW7VXQshweaihDq5DwXtoql23a8+NPWXzKdnhV6KOtmy8J71mmdRFqf0Ma0L8vnVeP5+Yhs2Fz6azJoZE232mXOtQkqVTQIokPzxhZTCFhsnNy1Ur9UWasWTJ2Rt4eLm2QpsO3nWjm7H3Y21nYrkkKr4xCkriBSl8s7tFHuKtDwbTp7hEVL5uud714tpd4pPqez87jenFt5jx44sJ4twu0YIIYQQQgghhBBCCBkVCtvCJKRvFmog2aIs9h2Xux8IK0AshvOlSVEbh7yQUxbn8xHzVp6ff2e7LAuB7Cx7oX7eaNMv2aWEOplq42ES+15KnTN9fv+53srz0uNqwLhf8lT8CiiVN5+p8wT2T8t9FlidTAhQ/cRL/+YM5ekILmMl1vgo4b/chl9yPG9zdXIp72ILpRYGjC0UHj4u5X4grz++aP3uThHkeQ+HPnJLuk9JnJOeS0B5HNp2Z4WceLTS826t2byQQ0rlo1ML9QX6djUpyuOU+zXfonnuORZe4M/G9vWirNo4RK6HMpB67ZrMxm437hyPtbucH2pAnUyaMESjeDKPkMU4IYQQQgghhBBCCCGEEALA8BxRRG4C8AsAXgPgblTa80MArlXVp0XkJQBurct8j6reIyI3AvgVVCZyN6nqfhG5DMCHUD17/TVVPSgi5wO4E8BJAN6pqveKyG4AHwNwJoDbVfWO1LZan6LF8qc8RQs9xZtspzzxc7fdJ5uhPL4yw/vTy2gD62rPPpWN9cnmMqqWS7OMyuKhxzqFFPleYr9962yOrUiMS4k7lvJm03OPK6G6SIkjrl/y1qY//8Qv2Y1cx0JKhz68kxcZ9zNxZ9a5H79P+Jei2A6V1zNDj3WNSLi0WxTHW6v+7c2VXU66E1dW5s9osPbJQnEqNustVHYoT2msMwR96to05fPi+vTG3ltMSQzYP7fc/vhQ1cmjiHW76hKAuCjPqkL2nXqrgW0370nO9logPZb/pMD+VU/eedvOsRvu9lqVKeW+OaW/GSI++6PMbI15dc9L70plHMJ37lvrK+2j3KovsyvFHE6oGzm0thgbST99EVkD8OL63x8BuEpVj4nIzQB+FsAnALwDwDWqesQ59PUA/haA8wC8H8BrAdwC4HWoLswfBHANgLfVxx8E8BkA9wJ4E4DfB/AHAL4oInep6gYCKCQ7SORO97Z03FMuXikDvyl15rbbgvUCPFR8g81D6vySbhlDrLOSGwesA8mx+GUdPA6VZ6snftz0+/G3q8TAfe9T3ywLvoVCYOi4WMgc0iB23wvfDaSPvDCxrsCA8VZCGU0Gj339wKmyE2JjLH7mDkBbj03pH3U1cOGSO4BpmT49r+xYOSm2GS6lB8yb2GnEbAObWNB1wahi3erM3xRCp1hooDh2XGjwOHew2U1bieSds73p5J+KwZ6HaVYhVQq+c9Uqxipxf9nm4GgTq50hnvulCdoccX4/WVJSf/pvBPBRAFDVLVWdLJe6AuAbInIxqnD/SRH5IxE5t97/TVSXijMA/LBOO1NVv6Oq3wNwep12OYD9qvoUgCfrJ7lXArhXVbcA/CWAS7PfJSGEpIRX6kgAABpPSURBVMFYRwhZBhjrCCHLAGMdIYQMnolHMl/2Vz9EH42JyAkAXqaqHxCRd9VpV6B6EvtjAP8ewAtRXSQvB/AyAG8H8K8A/DGA/13X8w/rIt3B68n2iqpO5ukeAvAsVBfuwzNps227HsD1AHDORWvZqrHcKd6h9JjlRJMp3jZVSr4Crw/7CwtNDPxj9G2JsahPcofOWGLdsy865Xi69XcYm2Kdku6SEr8sszKOOgukWG0ptqL1+D+rFKWyiy/W+vYDwNaxvNh0LEUimUJMfRtSB4dEKSWUyn2rk1OsKEL5Y+3NVWx3zFhi3UUXODsKWVXETq3Q/lwVcpWe3g+caouxf5jajtBx89J9bSw9a2Ne/bnkqvesKtugUs1TRqh9ofJi6uSUBfNSKK0oHII12pBjXd2W7Xi3G80X20uxtvDlCdlMhNJTLC/WIvtDZQTqd2PzxM4C2La02Aj0H8P3xXm2atYYNYTzYJaUuGM91mXynq1xxBqDfLMlSpQ3i3/28vC+V0K6JkWRfB0qn6fjqOqXVXUdwKcAvAHVRfKhekrQfQBeICJ76n2XAHgpgHfXhx9zippsuxFgD4An6teembQpVHWfqq6r6vrpZ/c9X5YQMnJGEet2n11m9WZCyNIyilh39rPz3yAhhGDAsa5uy3a8OznvDRJCyGIw8Ujmy/7qhxSdzKUA9orImwG8SERuVNXb6n2HUU8NAnCOiKwA2Avg26gusEdUdUNEDgE4tT7mcRG5sN5/qE47KCJXovKX2qOqh0VkP4BXisjH6zIfjjU0VyVqUem5hFUkeQtNTT9NtSlKLB58fTwdHYqSuRRUDS8ko4h1lR98uVkUpWPdbP6YGs/uDzpfMWf3nbf5lsbytoqzYB+Ci/A52zGFbEoYs5Q3y2Zk/5BIUSpP8lifWw/vcjGKWJdCSIVs9T32UUKF7OYpFfcsMz5cUmamxfKXinV9z3TzLZzVxHs0dmwTz+Ncf+OU92bzWU5fmG9AjCfWCdKvlSG/4lCemAo5pFjOVSG72ynK44AK2fVFPrq2fY981HO/7MaUkDrZuiaHJQ6MYe2g+IKB8fM3xSd+Qle+ySkxyDorJOVYSxmELCLRS5aqvnWyLSIPAtgvIl9CdRF9HMB1qvqMiHwYwP11+utV9SkR+Xx9MV0B8K66mJsB3IXqknlDnXYrgDsAnFzvB4CPoHqK/BYA+1T1aJM3Sggh82CsI4QsA4x1hJBlgLGOEELGwkSRTMaCbNs6jZtL1vfobx24IuvY2Eqs03lTVmXd+VSyDRXytLfo2tz9vrzz8thW8baVESL2BHcRfKlInP8iv/iVetoh8fCT68/Wdx54NYC0c8KiTrPGPUuMSYkTG4HY5JYXipk+n7xQrHPVLOE6/YqWSfkp7XY9kjcdBfHWphNTnfSjT1dlT3kkh5THbvqmBPIEtuelAdP9uJDQIla2mx7bn9MuF18bS9Xpe59uWkqbQp/VLcJYN4f1vaIHvrAz3apCtiiPp49rrkJ2t5vEva2p/DtjnCV2pde/sxy7p33ZPqZLk+tVrOzSdaaUl6sqL/E5zKbH6rGW/XV5MWNdhPXzRA/8szkZrMrjmF9yKK9bT64K2c0TOu5UZ9vJo076kVO3Y7Pri3wE22uFPI3KE8SNl0ew7ROykZR+SjSPr+9nVTsH+4oFzreUmce+OJ5SXkq7YvHVOrPRUn/KcU3GWPxrBPiP+yu5mLEuE5HLFbi772aMlOf18rsbw4TTJKrp3nkDh7EAMZ1u63RaBnjLBDbrRSXvMxvDFJ42F+QjZVk065M+KHFD3CTuxaYGWjvWlmndbrp14apQnlh6ym82ZfB4KzRQbGHVeSAcGlT2WVSk2Fa4zUtZhM+6mJ2FUD0Tq4m+hQyh+hneGlNq8Ng3aOwOGKdg7avFBAVN4p4/b8qAZF4M7Kq/10Y9PjuGFIuGkLVEaNq277NNsc2wLuQ3Sbe2yWpL4asnhaHeGwya2Y8sFJpS0lcC6aue/S4lBo/d9JBVRuC4DWfbjc3TAoCdD8VCdhZWmwuXEuMKfdzfxO5/0+JR85jVxiJ4ufY+ISyWGxxLIGQa3t4QQgghhBBCCCGEEEI6htYWY2OhBpJznxT5nhY2UfdZFllpokKOqU6sU+ZKPEEd6tO60BPMobZ3GaAKOZ9cGxjL9CxrebEpe3Y1Xl6elONcrIq9qBrw2IBiSori2Ie7mJzbpwu9tZAKeUyL7bUJ12EpSgkVcpXf0/dbscaJdAVxk7gXUxynxDfrglK8Rlc0USf7jiul0hsKTRaxIg7uYnuxU8+iPJ7NE8vbRIXsa4txUT03Xm+sxG3IJumh+GZNj/X9rKrmrrAoiK2LfObGrJQyrPjeW5N4WWIcgLGOLCvsJRJCCCGEEEIIIYQQQjpGYVO9kL5ZmIHkyiM57+3EDOJdcs3i21Yhx/zrrGWnHNs1KU9brfiUylQptwcVTmVpsjBG7LhSi2R0ocabrsd2XK5quW/1SSMmH0VMSQyUUyen7h8CoX7sUNu7wIS8kSeUViE3mbEVi2ulYpO/72eLrynt9uXJ9YdObUsJYn7FVZ6ter9fMWf1De1KnexTElq9nUPEVIpWdSH7e0ZiiuRQLExRIcc8kt39TVTIvmNP8u9Xp7yja/5F9cILJu9M9y2MV+0Pxalh3vOWvgf1xSZLjKzytDejItf/OFR3iDZVw4x1ZFnhL58QQgghhBBCCCGEENIx9EgeGws5kGx9ghj3mMtb3TpUdmkVcko9VnI9WBcB+imXhU9qy1LNvpj/W7So0ErPvgjVb1Xj+VblTi3HcpxLml/0wH/Pq7q9vSlOupPH513chjo5VnbfWN4DYJtxN6T3uQCElMcuKSpknwdy7toXs9uWtTJSYpPFMz4tvpWJgaXpWwHoow11cuy4XHWyVWmXogC0qJNdchWFBJUieW3O/lzlcShPikdySnkhBfNJO9NcFfKGc5wbo49OqYlXEtLXdqQ18Ut2sfRlm8zWGAopsSnX9zjFl7lNhvh5k1lobTE2FuZWRyFTAw8xYotOTafHO+WhdIs5f4kpg6UX7JuXHsM64GKxrmjD5iJGSgeZg80Vgx9sGzGhgeTc89o6YOwrI6X+2LREa3k78/gGVJpP5Q7lmarHWWBvc9NJ32zxPFh14tFmgbjTxqDypIkpH4N1sDl3IcGuGGKbRobK9gByioWFz7YCQNS6oslDszYFBRa7ijbsLFyGvtBUiNgU7iYDxil5fP3G0IBKicHZNgZrLAPWJaapLy27MD0oO0vugHFoO5Q3NJCcsghfxNrCjeNH15yF9AKL6oUsKnyDyimx05o+dKwDv5Nz0mKdk1q2L90aA/iAipBxwdEeQgghhBBCCCGEEEJIx9DaYmwszECyQqKqCovi2KrOtSxoVVqF7B7btgrZoubpipBKoo+nyrGnpn1/Vm1CFXJ3xNRhLnFlra2M3PiVokLOVeO5edqws5jOnzlDo4Rq2ErM5iJlUbk2LS8ImYejSA4pj31WFUCZvppL2GonfRaYm3cjME3bauOTq3a25p+XNi/PmPo8VuWxS4pib3t/XAEYwqIunD6uuVK5SVtJAq61RWyxvZjaOCV/SnkpKuRAnomNhWthEVIhHw2okEPpPtVyShklYq119kcKXcfJlMVBy8QM/wwF68J8jCWEDBOO/BBCCCGEEEIIIYQQQjqGHsljI3kgWURuAvALAF4D4G5UuqNDAK5V1adF5CUAbq3LfI+q3iMi99eHnw7gEVV9jYhcBuBDqJ69/pqqHhSR8wHciepZ5jtV9V4R2Q3gYwDOBHC7qt4xr32Vb+hOVW4Ii9KiySJ8uT6kuSqSJk/t+n7i13f9XUCf5eEz1liX5vs7X32bouBNUbId9fjapcS3NNVybNEpmxrPxaI0Cfkil2DXynZH6lgok1tnab/kFKzq5Bh9h702FwQc6GKDg491sq1EDqmQrXFvOn1+v6mJgtcXy1Li0Uameq60n/POOvNm2k3nz/NXbtInGspMqSYKwNI+pCVI+Vz7WFArxNBjHYDKI3lWkRz6mK2+yL48Lfgibzrpk9kkIRXyEZyynZ6gQo6lpyzQfDSiap53bO7sj9zZMSFKzJzr6j7T4h0/ZIZyHSFkaCSdGSKyBuDF9b8/AnCVqh4TkZsB/CyATwB4B4BrVPXI5DhVfXl9/L8G8GSdfAuA16G6P/4ggGsAvK0+/iCAzwC4F8CbAPw+gD8A8EURuUtVN7LfKSGERGCsI4QsA4x1hJBlgLGOEELGAD2Sx0bqI5Y3AvgogHepqvsYaQXAN0TkYlTPJD8pIhsA/oWq/sDJ9/MA/nG9faaqfgcAROT0Ou1yADeqqorIk/WT3CsB3KCqWyLylwAuBfDVUAMVMvVE0YdVcbx9XLq38mx67krXTfyNLcflPtm0Kn/6IMXvboiEntRSqdwJo411uT7oTdQSFt/QmGJ5Nk+uUrmJkjqEJWZubebHwNUTas/LZ3pWFZfihHiWbCxezCle0Cn5c2n7c85j+LFOBBtr1blf6ryOncuh62yaUnh+LLPGNItSucSMtpQ8pWfBzJLbz8nte45hFl+KOrnrNrkMaZ2SAIOPdQAqRfJpTstmyfVCDuVJ8UWO+B8D28pjADi6tu1lP4ndKSpgqwp5Ojae6EnbPi5Uf0qsPerpazeZSRwqZzo9NiZhO68sMTUljpY+r8dwbzuZOTKgmLag0NpibOyKZRCREwC8TFXvc9KuEJEDAF4B4NsAzkV1kfwlALcDeLuT9xwAqqqPeuqcbK+o6mRVoEMAngXgDACHZ9Jm23a9iBwQkQNPPfrj2FshhJAgY4l1/+/Rp5u9UULIUjOWWPfYo7N7CSEknSHHurr84/Hu0cO+HIQQQsgwSXmEfx0qn6fjqOqXAayLyG8AeAOAzwF4SFWPiMh9AG5ysl8D4NPO/8c82+4T4j0AnqhfewD82EmbQlX3AdgHABetn60WdYmLZeXuXPVeqaeWFjVNE9VdiNJPDvtWdIyJmKfUGJ7qDpxRxLoL1p+jvpkOLhavthTlcROFm08tUkqF7POya9MT1MX1RW6iQo4x5ZfsSn9CvsjBdHXSJb0Bw1TT2ryYSymP21RYd8soYt3e9ZXj/brSymO3zDbjXqiecn7J6X75aZ9buqq6iQo5pRxfeU3I7ft110/1+yVP58nry4Y8mnNJaetAGGysq9tyPN6tXyK6wyM5V22ckj9FkRzxPwbCHsiTPlwoLtq9kP3K4snvOaQkTlnLIxRrc9cVsfarU9J9WM/lNmduxD6fMTPwGLdA0NpibKScGZcC2CsibwbwIhG5UVVvq/cdRj01CMA5IrICYC+qJ7wTXgPg153/HxeRC1FdgA/VaQdF5EpU/lJ7VPWwiOwH8EoR+Xhd5sOxhsZuClwsAa/EYnuh/aUGcXxlNLnBcindye/7wrIIg8o+St8oLCGjiHUpi+2VfuCVUsbGVMd9Z5xqZ/B4/tTrlPhqXjjlWPq5tZW58N3E4gKYtrkwDyp3RYnB5jb76dY25Q48j+deYzSxzhI/Sse9JosqWQZ7m8S9Sdxt0u6UxUd9A/rTeW19zxAlbtj7HjCOlZPSV7MMKofsLkLtyO0rjrSPOYpYB6DSN59ab/sGkl3che9ybS4C+13big13IHllp20FEB+QDe23LnwXOzY0eBwajA4PMM+Px9brTOl7bpc+4+W8Y2NllrJCapMRxThCeiMagVT1rZNtEXkQwH4R+RKqi+jjAK5T1WdE5MMA7q/TX1/n3wPgDFV9xCnyZgB3oVrx9oY67VYAdwA4ud4PAB9B9RT5LQD2qerRvLdICCFxGOsIIcsAYx0hZBlgrCOEkDExpKmPJIZs2zqNmwvXz9UbD1w7N49FcVxqKkquiiNXHU0VcnPG1NYUunqqWmrqz+flmq+o6nqRwhaQ89fP0zceeAOAMtPqSqkrLGo862J7bVpoJJV9zFHI1Ipf184iV3k8S6yc0CJ8U+pkt4xQeT5ri5S+W26eUkrdkPJ5sh2aEedOPPYdl7M9wa0zVA8C6b8qjHVzuHz9BP3MgTMBlFEeh8pp0j+z2FK0EptajHuhmB07bjpP/ndlKc9K6X5ebnklpqbnTjufrd8yjd/6+/mKXMVYF2H9p0UP/E79T2xBvJDyeC2Q7tlWp4zQgnlbq46y12NbAYRno03ypCiM7Qvs7VQnW1XIoTpDVhy+dpSYSbzz2PbsJ3Kxlu3Lb33vJWZjl7rmWSykHpEXMNZlInKJAv+h72aMlJ/v5Xc3nomYhBBCCCGEEEIIIYSQBYEeyWNjoQaSLU/ASiywF8pTwrs415e5iSokhT6UI13jesylMPT3OVJfOxJAIV4VmkubC3Tmeni2rZjrouy2WVndGXtclXLIOzlIae/kFC/k3F6F9bhY/jb6opM63feesgCfm3+hel3tUvnB7+zbdLW2RKn4UXqxvRJl53pOl1Ihx2jDt3Mo5bmEFlG2eCe3se7Hoq4lMmhWAJzmbAPFFtjzLZTneh6HlMcpCuI+lMI+j+SUWW+hdodUyG2uKxKixPnWxzmbW2eT2aylF8FjrCPEBm9pCCGEEEIIIYQQQgghHUNF8thYGI9kEXkUwCPRjGU5C8BjHdfJ+ln/otf/E6p6dgvlLgSMdayf9S9M/Yx1c2CsY/2sf2HqZ6yL0EO8W9TfGusfR/1DaEMb9TPWZSJysQK39N2MkfJP6ZHchD5OWhE50KehOutn/ctc/7LCWMf6Wf9y1b+sMNaxfta/XPUvM13Hu76/a9a/3PUPoQ1910/I2FmYgWRCCCGEEEIIIYQQQshYoLXF2NgVz0IIIYQQQgghhBBCCCFkmaEiuRn7WD/rZ/1kCej7u2b9rH+Z6yfd0fd3zfpZ/zLXT7qj7++a9S93/UD/bei7fjKFAtjsuxHEwMIstkcIIYQQQgghhBBCCBkHIj+pwDv6bsZIeRMX2yOEEEIIIYQQQgghhCwD9EgeG0vvkSwiLxWRPxORB0TkvSJygojsF5GnROSnnHwPi8j99euFddor6rxfFJEL67TLRORBEflTEbm8TjtfRO6r67k6s/6XiMgX6rr+UZf1i8hznPf+v0Tkt3p4/7fWZT4gIpf0UP/b6nL/UERObbH+59XbfyIiHxORlTrfP6nzfUZE9vRQ/6dF5An3+BL1k+4w/NYZ6xjrGOsY60aL4bfOWLeAsc7YBsY7xrvRYvidL2SsS22DLHC8M9TPWMdYN3Am1hZ82V89oapL/QLwHAAn1du/B+BvAjgXwO8C+Ckn34OeY78IYDeAlwL4QJ32KQDPBXABgE/Xae8D8HcAnAbg/sz6/xDAKX3V7+S/DcDVXdYP4EwA99XbfxfAezuu/zwA99Tbvwjgxhbr/3sAzqj//00APwfgBAAPoJpBcC2Af9Nl/c5n8G8n332p+vlirPPUz1injHVgrOMr85XyW6/3Mdbp4sU6QxsY7xjvRv1K+Z3X+xYy1lna4ORfqHiXWD9jHWPd4F/AcxV4H19ZLxzo4ztbekWyqv61qv64/ncTwJaq/sCT9cz66dbtInKSiJwC4GlVfVJV/zuAF07yqep3VPV7AE6v0y4HsF9VnwLwpIjsttQvIhcDOAnAJ0Xkj0Tk3C7rn+FnANzfcf1PAfhh/VTxjHq7y/ovAvC1evsvAFzZYv0/VNUn3PYAeD6Ar6rqJoB7AfztjuuHqv6V+4GUqp90B2MdYx1jHWPdMsBYt9yxztAGxjvGu1Gz7LHO+BlMWKh4x1jHWLc4KCprC77sr35Y+oHkCfX0hbNU9WuBLFep6s8AeATA9QCeBeCws3+l/ut+ppPtFdXqkRaAQ/WxlvrPBXApgF8CcDuAt3dc/yTPOoCD9YWgs/pVdQPANwE8DOADAH6ny/oBfAvAFSKyCuAV9fGt1i8i5wO4GsDnUXU6Ds8c32X9PorWT7qDsY6xLlQ/GOt8MNaNFMa65Y51sTaA8c4H490IWfZYl9CGSZ6FjXeMdYx1hHQNB5IBiMiZAN4P4FdDeVT18XrzUwAuA/AjAHucLMdm/rrbW07aHgBPOP+n1H8IwEOqegTAfQBe0HH9E14L4D/X253VLyIvQPWZPx9VR+Q3u6xfVR8FcCeqp6iXAPhBm/WLyBqAjwJ4U93ZecKpa3J8l/X7KFY/6Q7GOsa6efUz1nlhrBshjHXLHetS2sB454XxbmQse6xLbMOEhYx3jHWMdYuBon+v4bG++mHpB5Lrp3N3ovLr+etAnhProARU3kb/p74gniwip4nIFdieMvK4iFxYPwk7VKcdFJErpTK336Oqh52yo/UD+AaAc+opMXsBfLvj+ie8CvWTvY7rFwBPqOoxAI8BOL3r96+qH1bVl9f13NNy/fsAfNB5qvx1AJfV3//VAP5bx/X7Po8i9ZPuYKxjrEt5/4x1Oz4PxrqRwVi33LHO8hkw3u34PBjvRsSyxzpDGyYsXLxjrGOsI6Q3dADm2n2+ALwOwKMA7q9fVwL4OIDvA/hTANegmpbz5wD+BMCnAeyuj70awH5UZu0X1WmXA3iwPnZvnXYhqqew+wG8ylp/ne+XURnVfwnA83qo/1IAn5w5tsv6P1i///0Aruih/k8A+GMA7wWwq+X6n3T+f22d7zoAfwbgHlQdkK7rfx+qqVF/DuD6UvXzxVgHxjrGOsY6vgq+Un7rYKwDFjTWGdvAeMd4N9pXyu8cCxzrjG1YyHhnqJ+xjrFu0C/gfAX+HV9Zr34W25P6BCGEEEIIIYQQQgghhJBOELlAgV/vuxkj5R1fUdX1rmtd7bpCQgghhBBCCCGEEELIsqPo0++X2KEimRBCCCGEEEIIIYQQ0iki8l8BnNV3O0bKY6r66q4r5UAyIYQQQgghhBBCCCGEkLns6rsBhBBCCCGEEEIIIYQQQoYNB5IJIYQQQgghhBBCCCGEzIUDyYQQQgghhBBCCCGEEELmwoFkQgghhBBCCCGEEEIIIXPhQDIhhBBCCCGEEEIIIYSQufx/6eFDigIDT5MAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rain_adj = gsf.prms.parameters.get_record(\"rain_adj\")\n", "\n", "# mask out 0 value and set the colormap to jet\n", "ax = plot.plot_parameter(rain_adj, masked_values=[0], cmap=\"jet\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Contouring a parameter\n", "\n", "contouring a parameter is very easy using the `contour_parameter()` method. This method also accepts matplotlib keyword arguments for contouring and has a `masked_values` argument" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot = PrmsPlot(prms_dis)\n", "\n", "fig = plt.figure(figsize=(8, 6))\n", "\n", "# let's grab a parameter to plot\n", "ssr2gw = gsf.prms.parameters.get_record(\"ssr2gw_rate\")\n", "\n", "# set the colormap to viridis\n", "ax = plot.contour_parameter(ssr2gw, cmap=\"viridis\")\n", "plt.colorbar(ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### If a parameter has a dimension of nhru*12 we can contour that too:\n", "\n", "let's use `rain_adj` as an example, we automatically add a scale for these parameters so there is no need for the user to" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rain_adj = gsf.prms.parameters.get_record(\"rain_adj\")\n", "\n", "# mask out 0 value and set the colormap to jet\n", "ax = plot.contour_parameter(rain_adj, masked_values=[0], cmap=\"jet\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting and Contouring external data\n", "\n", "`PrmsPlot` supports plotting and contouring external data with the `plot_array` and `contour_array` method. \n", "\n", "Of note: the array of data must be the same size as `nhru`" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "array = np.random.rand(prms_dis.nhru) * 10\n", "\n", "fig = plt.figure(figsize=(8, 6))\n", "plot = PrmsPlot(prms_dis)\n", "ax = plot.plot_array(array)\n", "plt.colorbar(ax);" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 6))\n", "ax = plot.contour_array(array)\n", "plt.colorbar(ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# The `PrmsPlot` class is compatible with flopy\n", "\n", "Plotting using `PrmsPlot` can be layered with flopy's `PlotMapView` to create gsflow plots!\n", "\n", "Let's look at a basic example" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import flopy as fp\n", "from flopy.plot import PlotMapView" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12, 12))\n", "\n", " \n", "# get the gsflow modflow object and pass it to flopy's ModelMap\n", "ml = gsf.mf\n", "ml.modelgrid.set_coord_info(xoff=prms_dis.extent[0], yoff=prms_dis.extent[2])\n", "m_map = PlotMapView(model=ml)\n", "m_map.plot_ibound()\n", "# get the current working matplotlib axes object\n", "flopy_ax = plt.gca()\n", "\n", "# let's grab a prms parameter to plot\n", "ssr2gw = gsf.prms.parameters.get_record(\"ssr2gw_rate\")\n", "plot = PrmsPlot(prms_dis)\n", "# let's pass the flopy_ax to contour_parameter()\n", "ax = plot.contour_parameter(ssr2gw, ax=flopy_ax, masked_values=[0], cmap=\"viridis\", alpha=0.5)\n", "plt.title(\"PRMS ssr2gw_rate contour with MODFLOW IBOUND array and CHD cells\")\n", "plt.colorbar(ax, shrink=0.75);" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }